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Deniz Erdogmus - Publications

Affiliations: 
Electrical and Computer Engineering Northeastern University, Boston, MA, United States 
Area:
Electronics and Electrical Engineering, Applied Mathematics, Statistics
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Year Citation  Score
2022 Gonzalez-Navarro P, Celik B, Moghadamfalahi M, Akcakaya M, Fried-Oken M, Erdoğmuş D. Feedback Related Potentials for EEG-Based Typing Systems. Frontiers in Human Neuroscience. 15: 788258. PMID 35145386 DOI: 10.3389/fnhum.2021.788258  0.801
2020 Han M, Ozdenizci Ö, Wang Y, Koike-Akino T, Erdoğmuş D. Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction. Ieee Signal Processing Letters. 27: 1565-1569. PMID 33746496 DOI: 10.1109/Lsp.2020.3020215  0.332
2020 Peters B, Bedrick S, Dudy S, Eddy B, Higger M, Kinsella M, McLaughlin D, Memmott T, Oken B, Quivira F, Spaulding S, Erdogmus D, Fried-Oken M. SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments. Frontiers in Human Neuroscience. 14: 595890. PMID 33328941 DOI: 10.3389/fnhum.2020.595890  0.779
2020 Ozdenizci O, Wang Y, Koike-Akino T, Erdogmus D. Learning Invariant Representations From EEG via Adversarial Inference Ieee Access. 8: 27074-27085. DOI: 10.1109/Access.2020.2971600  0.329
2019 Yarossi M, Quivira F, Dannhauer M, Sommer MA, Brooks DH, Erdoğmuş D, Tunik E. An experimental and computational framework for modeling multi-muscle responses to transcranial magnetic stimulation of the human motor cortex. International Ieee/Embs Conference On Neural Engineering : [Proceedings]. International Ieee Embs Conference On Neural Engineering. 2019: 1122-1125. PMID 32818048 DOI: 10.1109/ner.2019.8717159  0.745
2019 Özdenizci O, Wang Y, Koike-Akino T, Erdoğmuş D. Adversarial Deep Learning in EEG Biometrics. Ieee Signal Processing Letters. 26: 710-714. PMID 31814690 DOI: 10.1109/Lsp.2019.2906826  0.328
2019 Ozdenizci O, Erdogmus D. Information Theoretic Feature Transformation Learning for Brain Interfaces. Ieee Transactions On Bio-Medical Engineering. PMID 30932828 DOI: 10.1109/Tbme.2019.2908099  0.34
2019 Gonzalez-Navarro P, Marghi YM, Azari B, Akcakaya M, Erdogmus D. An Event-driven AR-process Model for EEG-based BCIs with Rapid Trial Sequences. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 30869624 DOI: 10.1109/Tnsre.2019.2903840  0.808
2019 Han M, Günay SY, Schirner G, Padır T, Erdoğmuş D. HANDS: a multimodal dataset for modeling toward human grasp intent inference in prosthetic hands Intelligent Service Robotics. 13: 179-185. DOI: 10.1007/S11370-019-00293-8  0.303
2018 Koçanaoğulları A, Akçakay M, Erdoğmuş D. On Analysis of Active Querying for Recursive State Estimation. Ieee Signal Processing Letters. 25: 743-747. PMID 31871396 DOI: 10.1109/Lsp.2018.2823271  0.339
2018 Koçanaoğulları A, Marghi YM, Akçakaya M, Erdoğmuş D. Optimal Query Selection Using Multi-Armed Bandits. Ieee Signal Processing Letters. 25: 1870-1874. PMID 31588169 DOI: 10.1109/Lsp.2018.2878066  0.803
2018 Haghighi M, Moghadamfalahi M, Akcakaya M, Erdogmus D. EEG-assisted Modulation of Sound Sources in the Auditory Scene. Biomedical Signal Processing and Control. 39: 263-270. PMID 31118975 DOI: 10.1016/J.Bspc.2017.08.008  0.785
2018 McLean J, Quivira F, Erdoğmuş D. IMPROVED CLASSIFICATION IN TACTILE BCIS USING A NOISY LABEL MODEL. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 757-761. PMID 31110601 DOI: 10.1109/ISBI.2018.8363683  0.78
2018 Koçanaoğulları A, Quivira F, Erdoğmuş D. INCORPORATING TEMPORAL DEPENDENCY ON ERP BASED BCI. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 752-756. PMID 31110600 DOI: 10.1109/ISBI.2018.8363682  0.783
2018 Peters B, Higger M, Quivira F, Bedrick S, Dudy S, Eddy B, Kinsella M, Memmott T, Wiedrick J, Fried-Oken M, Erdogmus D, Oken B. Effects of simulated visual acuity and ocular motility impairments on SSVEP brain-computer interface performance: An experiment with Shuffle Speller. Brain Computer Interfaces (Abingdon, England). 5: 58-72. PMID 30895198 DOI: 10.1080/2326263X.2018.1504662  0.781
2018 Marghi YM, Gonzalez-Navarro P, Azari B, Erdogmus D. A Parametric EEG Signal Model for BCIs with Rapid-Trial Sequences. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 118-122. PMID 30440354 DOI: 10.1109/EMBC.2018.8512217  0.8
2018 Salehi SSM, Khan S, Erdogmus D, Gholipour A. Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration. Ieee Transactions On Medical Imaging. PMID 30138909 DOI: 10.1109/Tmi.2018.2866442  0.33
2018 Ahani A, Moghadamfalahi M, Erdogmus D. Language-Model Assisted And Icon-based Communication Through a Brain Computer Interface With Different Presentation Paradigms. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 30047890 DOI: 10.1109/Tnsre.2018.2859432  0.799
2018 Nezamfar H, Mohseni Salehi SS, Higger M, Erdogmus D. Code-VEP vs. Eye Tracking: A Comparison Study. Brain Sciences. 8. PMID 29986504 DOI: 10.3390/Brainsci8070130  0.774
2018 Kadioglu B, Yildiz I, Closas P, Erdogmus D. M-Estimation-Based Subspace Learning for Brain Computer Interfaces Ieee Journal of Selected Topics in Signal Processing. 12: 1276-1285. DOI: 10.1109/Jstsp.2018.2871956  0.418
2018 Memmott T, Eddy B, Dabiri S, Erdogmus D, Fried-Oken M, Oken B. T154. Automated and self-report measures of drowsiness over successive calibrations in a brain-computer interface for communication Clinical Neurophysiology. 129: e61-e62. DOI: 10.1016/J.Clinph.2018.04.155  0.313
2017 Moghadamfalahi M, Akcakaya M, Nezamfar H, Sourati J, Erdogmus D. An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 65: 5381-5392. PMID 31871392 DOI: 10.1109/Tsp.2017.2728500  0.808
2017 Yağmur Günay S, Quivira F, Erdoğmuş D. Muscle Synergy-based Grasp Classification for Robotic Hand Prosthetics. The ... International Conference On Pervasive Technologies Related to Assistive Environments : Petra ... International Conference On Pervasive Technologies Related to Assistive Environments. 2017: 335-338. PMID 31111121 DOI: 10.1145/3056540.3076208  0.75
2017 Özdenizci O, Quivira F, Erdoğmuş D. INFORMATION THEORETIC FEATURE PROJECTION FOR SINGLE-TRIAL BRAIN-COMPUTER INTERFACES. Ieee International Workshop On Machine Learning For Signal Processing : [Proceedings]. Ieee International Workshop On Machine Learning For Signal Processing. 2017. PMID 31110907 DOI: 10.1109/MLSP.2017.8168178  0.78
2017 Salehi SSM, Moghadamfalahi M, Nezamfar H, Haghighi M, Erdogmus D. Context-aware recursive bayesian graph traversal in BCIs. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 2972-2975. PMID 29060522 DOI: 10.1109/EMBC.2017.8037481  0.802
2017 Mohseni Salehi SS, Moghadamfalahi M, Quivira F, Piers A, Nezamfar H, Erdogmus D. Decoding complex imagery hand gestures. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 2968-2971. PMID 29060521 DOI: 10.1109/EMBC.2017.8037480  0.791
2017 Marghi YM, Farjadian AB, Sheng-Che Yen, Erdogmus D. EEG-guided robotic mirror therapy system for lower limb rehabilitation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 1917-1921. PMID 29060267 DOI: 10.1109/EMBC.2017.8037223  0.784
2017 Sourati J, Akcakaya M, Erdogmus D, Leen T, Dy JG. A Probabilistic Active Learning Algorithm based on Fisher Information Ratio. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28858784 DOI: 10.1109/Tpami.2017.2743707  0.796
2017 Onuk E, Badger J, Wang Y, Bardhan J, Chishti Y, Akcakaya M, Brooks D, Erdogmus D, Minh DDL, Makowski L. Effects of catalytic action and ligand binding on conformational ensembles of adenylate kinase. Biochemistry. PMID 28767234 DOI: 10.1021/Acs.Biochem.7B00351  0.758
2017 Salehi SSM, Erdogmus D, Gholipour A. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging. Ieee Transactions On Medical Imaging. PMID 28678704 DOI: 10.1109/Tmi.2017.2721362  0.347
2017 Haghighi M, Moghadamfalahi M, Akcakaya M, Erdogmus D. A Graphical Model for Online Auditory Scene Modulation Using EEG Evidence for Attention. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 28600256 DOI: 10.1109/Tnsre.2017.2712419  0.801
2017 Sourati J, Kazmierczak SC, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Assessing subsets of analytes in context of detecting laboratory errors. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5793-5796. PMID 28269571 DOI: 10.1109/EMBC.2016.7592044  0.771
2017 Shaker M, Erdogmus D, Dy J, Bouix S. Subject-specific abnormal region detection in traumatic brain injury using sparse model selection on high dimensional diffusion data. Medical Image Analysis. 37: 56-65. PMID 28160691 DOI: 10.1016/J.Media.2017.01.005  0.727
2017 Gonzalez-Navarro P, Moghadamfalahi M, Akcakaya M, Erdogmus D. Spatio-Temporal EEG Models for Brain Interfaces. Signal Processing. 131: 333-343. PMID 27713590 DOI: 10.1016/J.Sigpro.2016.08.001  0.809
2016 Orhan U, Nezamfar H, Akcakaya M, Erdogmus D, Higger M, Moghadamfalahi M, Fowler A, Roark B, Oken B, Fried-Oken M. Probabilistic Simulation Framework for EEG-Based BCI Design. Brain Computer Interfaces (Abingdon, England). 3: 171-185. PMID 29250562 DOI: 10.1080/2326263X.2016.1252621  0.785
2016 Peng Tian, Ataer-Cansizoglu E, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RV, Campbell JP, Chiang MF, Erdogmus D. Toward a severity index for ROP: An unsupervised approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1312-1315. PMID 28268567 DOI: 10.1109/EMBC.2016.7590948  0.759
2016 Tian P, Ataer-Cansizoglu E, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RV, Campbell JP, Chiang MF, Erdogmus D, Peng Tian, Ataer-Cansizoglu E, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RV, ... ... Erdogmus D, ... ... Erdogmus D, et al. Toward a severity index for ROP: An unsupervised approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1312-1315. PMID 28226744 DOI: 10.1109/EMBC.2016.7590948  0.759
2016 Higger M, Quivira F, Akcakaya M, Moghadamfalahi M, Nezamfar H, Cetin M, Erdogmus D. Recursive Bayesian Coding for BCIs. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 27416602 DOI: 10.1109/Tnsre.2016.2590959  0.784
2016 Campbell JP, Ataer-Cansizoglu E, Bolon-Canedo V, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel SN, Reynolds JD, Horowitz J, Hutcheson K, Shapiro M, Repka MX, Ferrone P, Drenser K, Martinez-Castellanos MA, et al. Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis. Jama Ophthalmology. PMID 27077667 DOI: 10.1001/Jamaophthalmol.2016.0611  0.746
2016 Sourati J, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Classification active learning based on mutual information Entropy. 18. DOI: 10.3390/E18020051  0.793
2016 Marghi YM, Rampersad SM, Salehi SSM, Dannhauer M, Brooks DH, Pavel M, Erdogmus D. A model for removing transcranial current stimulation artifacts in concurrently measured EEG 2015 Ieee Signal Processing in Medicine and Biology Symposium - Proceedings. DOI: 10.1109/SPMB.2015.7405457  0.787
2016 Nezamfar H, Mohseni Salehi SS, Moghadamfalahi M, Erdogmus D. FlashType $^{\text{TM}}$ : A Context-Aware c-VEP-Based BCI Typing Interface Using EEG Signals Ieee Journal of Selected Topics in Signal Processing. 10: 932-941. DOI: 10.1109/Jstsp.2016.2552140  0.808
2016 Campbell JP, Ataer-Cansizoglu E, Bolon-Canedo V, Erdogmus D, Kalpathy-Cramer J, Patel S, Chan R, Chiang MF. Plus disease: is it more than meets the ICROP? Journal of American Association For Pediatric Ophthalmology and Strabismus. 20: e2. DOI: 10.1016/J.Jaapos.2016.07.008  0.726
2016 Gonzalez-Navarro P, Moghadamfalahi M, Akcakaya M, Erdogmus D. A kronecker product structured EEG covariance estimator for a language model assisted-BCI Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9743: 35-45. DOI: 10.1007/978-3-319-39955-3_4  0.808
2015 Onuk AE, Akcakaya M, Bardhan JP, Erdogmus D, Brooks DH, Makowski L. Constrained Maximum Likelihood Estimation of Relative Abundances of Protein Conformation in a Heterogeneous Mixture from Small Angle X-Ray Scattering Intensity Measurements. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 63: 5383-5394. PMID 26924916 DOI: 10.1109/Tsp.2015.2455515  0.309
2015 Ataer-Cansizoglu E, Bolon-Canedo V, Campbell JP, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel S, Jonas K, Chan RV, Ostmo S, Chiang MF. Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis. Translational Vision Science & Technology. 4: 5. PMID 26644965 DOI: 10.1167/Tvst.4.6.5  0.754
2015 Bolón-Canedo V, Ataer-Cansizoglu E, Erdogmus D, Kalpathy-Cramer J, Fontenla-Romero O, Alonso-Betanzos A, Chiang MF. Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach. Computer Methods and Programs in Biomedicine. 122: 1-15. PMID 26120072 DOI: 10.1016/J.Cmpb.2015.06.004  0.759
2015 Moghadamfalahi M, Orhan U, Akcakaya M, Nezamfar H, Fried-Oken M, Erdogmus D. Language-Model Assisted Brain Computer Interface for Typing: A Comparison of Matrix and Rapid Serial Visual Presentation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 23: 910-20. PMID 25775495 DOI: 10.1109/Tnsre.2015.2411574  0.805
2015 Ataer-Cansizoglu E, Kalpathy-Cramer J, You S, Keck K, Erdogmus D, Chiang MF. Analysis of underlying causes of inter-expert disagreement in retinopathy of prematurity diagnosis. Application of machine learning principles. Methods of Information in Medicine. 54: 93-102. PMID 25434784 DOI: 10.3414/Me13-01-0081  0.784
2015 Moghadamfalahi M, Sourati J, Akcakaya M, Nezamfar H, Haghighi M, Erdogmus D. Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324369  0.795
2015 Sourati J, Erdogmus D, Akcakaya M, Kazmierczak SC, Leen TK. A novel delta check method for detecting laboratory errors Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324343  0.789
2015 Ataer-Cansizoglu E, Akcakaya M, Erdogmus D. Minor surfaces are boundaries of mode-based clusters Ieee Signal Processing Letters. 22: 891-895. DOI: 10.1109/Lsp.2014.2376192  0.762
2015 Orhan U, Fernandez-Canellas D, Akcakaya M, Brooks DH, Erdogmus D. Utilization of temporal trial dependency in ERP based BCIs Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 26-30. DOI: 10.1109/ACSSC.2014.7094389  0.668
2015 Emre Onuk A, Akcakaya M, Bardhan J, Erdogmus D, Brooks DH, Makowski L. Constrained Maximum Likelihood Estimation of the Abundances of Protein Conformation in a Heterogeneous Structural Ensemble from Small Angle X-ray Scattering Intensity Measurements Biophysical Journal. 108: 210a. DOI: 10.1016/J.Bpj.2014.11.1163  0.308
2015 Moghadamfalahi M, Gonzalez-Navarro P, Akcakaya M, Orhan U, Erdogmus D. The effect of limiting trial count in context aware BCIs: A case study with language model assisted spelling Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9183: 281-292. DOI: 10.1007/978-3-319-20816-9_27  0.803
2014 Ataer-Cansizoglu E, Akcakaya M, Orhan U, Erdogmus D. Manifold Learning by Preserving Distance Orders. Pattern Recognition Letters. 38: 120-131. PMID 25045195 DOI: 10.1016/J.Patrec.2013.11.022  0.792
2014 Ahani A, Wahbeh H, Nezamfar H, Miller M, Erdogmus D, Oken B. Quantitative change of EEG and respiration signals during mindfulness meditation. Journal of Neuroengineering and Rehabilitation. 11: 87. PMID 24939519 DOI: 10.1186/1743-0003-11-87  0.769
2014 Sourati J, Erdogmus D, Dy JG, Brooks DH. Accelerated learning-based interactive image segmentation using pairwise constraints. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 3057-70. PMID 24860031 DOI: 10.1109/Tip.2014.2325783  0.795
2014 Akcakaya M, Peters B, Moghadamfalahi M, Mooney AR, Orhan U, Oken B, Erdogmus D, Fried-Oken M. Noninvasive brain-computer interfaces for augmentative and alternative communication. Ieee Reviews in Biomedical Engineering. 7: 31-49. PMID 24802700 DOI: 10.1109/Rbme.2013.2295097  0.782
2014 Oken BS, Orhan U, Roark B, Erdogmus D, Fowler A, Mooney A, Peters B, Miller M, Fried-Oken MB. Brain-computer interface with language model-electroencephalography fusion for locked-in syndrome. Neurorehabilitation and Neural Repair. 28: 387-94. PMID 24370570 DOI: 10.1177/1545968313516867  0.662
2014 Dizdaroğlu B, Ataer-Cansizoglu E, Kalpathy-Cramer J, Keck K, Chiang MF, Erdogmus D. Structure-based level set method for automatic retinal vasculature segmentation Eurasip Journal On Image and Video Processing. 2014. DOI: 10.1186/1687-5281-2014-39  0.765
2014 Goodwin MS, Haghighi M, Tang Q, Akcakaya M, Erdogmus D, Intille S. Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry Ubicomp 2014 - Proceedings of the 2014 Acm International Joint Conference On Pervasive and Ubiquitous Computing. 861-872. DOI: 10.1145/2632048.2632096  0.739
2014 Higger M, Akcakaya M, Nezamfar H, LaMountain G, Orhan U, Erdogmus D. A Bayesian framework for intent detection and stimulation selection in SSVEP BCIs Ieee Signal Processing Letters. 22: 743-747. DOI: 10.1109/Lsp.2014.2368952  0.799
2014 Ahani A, Wiegand K, Orhan U, Akcakaya M, Moghadamfalahi M, Nezamfar H, Patel R, Erdogmus D. RSVP IconMessenger: icon-based brain-interfaced alternative and augmentative communication Brain-Computer Interfaces. 1: 192-203. DOI: 10.1080/2326263X.2014.996066  0.768
2014 Shaker M, Myhre JN, Erdogmus D. Computationally Efficient Exact Calculation of Kernel Density Derivatives Journal of Signal Processing Systems. 81: 321-332. DOI: 10.1007/s11265-014-0904-1  0.526
2013 Ahani A, Wahbeh H, Miller M, Nezamfar H, Erdogmus D, Oken B. Change in physiological signals during mindfulness meditation. International Ieee/Embs Conference On Neural Engineering : [Proceedings]. International Ieee Embs Conference On Neural Engineering. 1738-1381. PMID 24748422 DOI: 10.1109/NER.2013.6696199  0.786
2013 Orhan U, Erdogmus D, Roark B, Oken B, Fried-Oken M. Offline analysis of context contribution to ERP-based typing BCI performance Journal of Neural Engineering. 10. PMID 24099944 DOI: 10.1088/1741-2560/10/6/066003  0.689
2013 Keck KM, Kalpathy-Cramer J, Ataer-Cansizoglu E, You S, Erdogmus D, Chiang MF. Plus disease diagnosis in retinopathy of prematurity: vascular tortuosity as a function of distance from optic disk. Retina (Philadelphia, Pa.). 33: 1700-7. PMID 23538582 DOI: 10.1097/Iae.0B013E3182845C39  0.753
2013 Fowlery A, Roarky B, Orhan U, Erdogmus D, Fried-Okeny M. Improved inference and autotyping in EEG-based BCI typing systems Proceedings of the 15th International Acm Sigaccess Conference On Computers and Accessibility, Assets 2013. DOI: 10.1145/2513383.2513453  0.678
2013 Sourati J, Kose K, Rajadhyaksha M, Dy JG, Erdogmus D, Brooks DH. Automated localization of wrinkles and the dermo-epidermal junction in obliquely oriented reflectance confocal microscopic images of human skin Proceedings of Spie. 8565: 856503. DOI: 10.1117/12.2006489  0.781
2013 Haghighi M, Akcakaya M, Orhan U, Erdogmus D, Okeny B, Fried-Okeny M. Initial assessment of artifact filtering for rsvp keyboard™ 2013 Ieee Signal Processing in Medicine and Biology Symposium, Spmb 2013. DOI: 10.1109/SPMB.2013.6736777  0.803
2013 Higger M, Akcakaya M, Erdogmus D. A robust fusion algorithm for sensor failure Ieee Signal Processing Letters. 20: 755-758. DOI: 10.1109/Lsp.2013.2266254  0.769
2013 You S, Massey M, Shapiro N, Erdogmus D. A novel line detection method in space-time images for microvascular blood flow analysis in sublingual microcirculatory videos Proceedings - International Symposium On Biomedical Imaging. 828-831. DOI: 10.1109/ISBI.2013.6556603  0.478
2013 Ataer-Cansizoglu E, Bas E, Kalpathy-Cramer J, Sharp GC, Erdogmus D. Contour-based shape representation using principal curves Pattern Recognition. 46: 1140-1150. DOI: 10.1016/J.Patcog.2012.10.014  0.782
2013 Kyrgyzov O, Erdogmus D. Nonnegative non-redundant tensor decomposition Frontiers of Mathematics in China. 8: 41-61. DOI: 10.1007/S11464-012-0261-Y  0.79
2013 Higger M, Akcakaya M, Orhan U, Erdogmus D. Robust classification in RSVP keyboard Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8027: 443-449. DOI: 10.1007/978-3-642-39454-6_47  0.809
2012 Ataer-Cansizoglu E, You S, Kalpathy-Cramer J, Keck K, Chiang MF, Erdogmus D. OBSERVER AND FEATURE ANALYSIS ON DIAGNOSIS OF RETINOPATHY OF PREMATURITY. Ieee International Workshop On Machine Learning For Signal Processing : [Proceedings]. Ieee International Workshop On Machine Learning For Signal Processing. 1-6. PMID 25003972 DOI: 10.1109/MLSP.2012.6349809  0.789
2012 Dizdaroğlu B, Ataer-Cansizoglu E, Kalpathy-Cramer J, Keck K, Chiang MF, Erdogmus D. Level Sets for Retinal Vasculature Segmentation Using Seeds from Ridges and Edges from Phase Maps. Ieee International Workshop On Machine Learning For Signal Processing : [Proceedings]. Ieee International Workshop On Machine Learning For Signal Processing. 1-6. PMID 24975694 DOI: 10.1109/MLSP.2012.6349730  0.753
2012 Orhan U, Hild KE, Erdogmus D, Roark B, Oken B, Fried-Oken M. RSVP Keyboard: An EEG Based Typing Interface. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing / Sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. Icassp (Conference). PMID 24500542 DOI: 10.1109/ICASSP.2012.6287966  0.666
2012 Sourati J, Brooks DH, Dy JG, Erdogmus D. CONSTRAINED SPECTRAL CLUSTERING FOR IMAGE SEGMENTATION. Ieee International Workshop On Machine Learning For Signal Processing : [Proceedings]. Ieee International Workshop On Machine Learning For Signal Processing. 2013: 1-6. PMID 24466500 DOI: 10.1109/MLSP.2012.6349765  0.779
2012 Orhan U, Erdogmus D, Roark B, Oken B, Purwar S, Hild KE, Fowler A, Fried-Oken M. Improved accuracy using recursive bayesian estimation based language model fusion in ERP-based BCI typing systems. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2497-500. PMID 23366432 DOI: 10.1109/EMBC.2012.6346471  0.685
2012 You S, Ataer-Cansizoglu E, Erdogmus D, Massey M, Shapiro N. Microvascular blood flow estimation in sublingual microcirculation videos based on a principal curve tracing algorithm Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349763  0.495
2012 Orhan U, Li A, Erdogmus D. Online regularized discriminant analysis Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349761  0.673
2012 Bas E, Ataer-Cansizoglu E, Erdogmus D, Kalpathy-Cramer J. Retinal vasculature segmentation using principal spanning forests Proceedings - International Symposium On Biomedical Imaging. 1792-1795. DOI: 10.1109/ISBI.2012.6235930  0.571
2012 Orhan U, Hild KE, Erdogmus D, Roark B, Oken B, Fried-Oken M. RSVP keyboard: An EEG based typing interface Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 645-648. DOI: 10.1109/ICASSP.2012.6287966  0.638
2012 Orhan U, Erdogmus D, Roark B, Oken B, Purwar S, Hild KE, Fowler A, Fried-Oken M. Improved accuracy using recursive Bayesian estimation based language model fusion in ERP-based BCI typing systems Proceedings of the Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Embs. 2497-2500. DOI: 10.1109/EMBC.2012.6346471  0.651
2012 Bas E, Erdogmus D, Draft RW, Lichtman JW. Local tracing of curvilinear structures in volumetric color images: Application to the Brainbow analysis Journal of Visual Communication and Image Representation. 23: 1260-1271. DOI: 10.1016/J.Jvcir.2012.09.003  0.605
2011 Orhan U, Erdogmus D, Hild KE, Roark B, Oken B, Fried-Oken M. Context Information Significantly Improves Brain Computer Interface Performance - a Case Study on Text Entry Using a Language Model Assisted BCI. Conference Record / Asilomar Conference On Signals, Systems & Computers. Asilomar Conference On Signals, Systems & Computers. 45: 132-136. PMID 24976741  0.673
2011 Nezamfar H, Orhan U, Erdogmus D, Hild KE, Purwar S, Oken B, Fried-Oken M. On Visually Evoked Potentials in EEG Induced by Multiple Pseudorandom Binary Sequences for Brain Computer Interface Design. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing / Sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. Icassp (Conference). 2044-2047. PMID 24008765 DOI: 10.1109/ICASSP.2011.5946914  0.795
2011 Ataer-Cansizoglu E, Ghadarghadar N, Zareian R, Bas E, Ruberti JW, Erdogmus D. Motion flow analysis in cell videos using a multi-level clustering method. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 7767-70. PMID 22256139 DOI: 10.1109/IEMBS.2011.6091914  0.767
2011 You S, Bas E, Ataer-Cansizoglu E, Kalpathy-Cramer J, Erdogmus D. Principal curve based semi-automatic segmentation of organs in 3D-CT. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 6220-3. PMID 22255760 DOI: 10.1109/IEMBS.2011.6091536  0.772
2011 Orhan U, Erdogmus D, Roark B, Purwar S, Hild KE, Oken B, Nezamfar H, Fried-Oken M. Fusion with language models improves spelling accuracy for ERP-based brain computer interface spellers. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 5774-7. PMID 22255652 DOI: 10.1109/IEMBS.2011.6091429  0.799
2011 You S, Bas E, Erdogmus D. Extraction of samples from airway and vessel trees in 3D lung CT based on a multi-scale principal curve tracing algorithm. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 5157-60. PMID 22255500 DOI: 10.1109/IEMBS.2011.6091277  0.666
2011 Kurugol S, Bas E, Erdogmus D, Dy JG, Sharp GC, Brooks DH. Centerline extraction with principal curve tracing to improve 3D level set esophagus segmentation in CT images. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 3403-6. PMID 22255070 DOI: 10.1109/IEMBS.2011.6090921  0.569
2011 Mak JN, Arbel Y, Minett JW, McCane LM, Yuksel B, Ryan D, Thompson D, Bianchi L, Erdogmus D. Optimizing the P300-based brain-computer interface: current status, limitations and future directions. Journal of Neural Engineering. 8: 025003. PMID 21436525 DOI: 10.1088/1741-2560/8/2/025003  0.326
2011 Zupanc J, Dobnikar A, Drobne D, Valant J, Erdogmus D, Bas E. Biological reactivity of nanoparticles: mosaics from optical microscopy videos of giant lipid vesicles. Journal of Biomedical Optics. 16: 026003. PMID 21361687 DOI: 10.1117/1.3533319  0.553
2011 Bas E, Erdogmus D. Principal curves as skeletons of tubular objects: locally characterizing the structures of axons. Neuroinformatics. 9: 181-91. PMID 21336847 DOI: 10.1007/S12021-011-9105-2  0.603
2011 Bas E, Ghadarghadar N, Erdogmus D. Automated extraction of blood vessel networks from 3D microscopy image stacks via multi-scale principal curve tracing Proceedings - International Symposium On Biomedical Imaging. 1358-1361. DOI: 10.1109/ISBI.2011.5872652  0.575
2011 Bas E, Erdogmus D. A ridge scorewith application to piecewise linear neural reconstruction Proceedings - International Symposium On Biomedical Imaging. 1341-1344. DOI: 10.1109/ISBI.2011.5872648  0.558
2011 Orhan U, Erdogmus D, Roark B, Purwar S, Hild KE, Oken B, Nezamfar H, Fried-Oken M. Fusion with language models improves spelling accuracy for ERP-based brain computer interface spellers Proceedings of the Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Embs. 5774-5777. DOI: 10.1109/IEMBS.2011.6091429  0.79
2011 Bas E, Erdogmus D. Sampling on locally defined principal manifolds Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2276-2279. DOI: 10.1109/ICASSP.2011.5946936  0.565
2011 Bas E, Erdogmus D. Polytope kernel density estimates on Delaunay graphs Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2096-2099. DOI: 10.1109/ICASSP.2011.5946739  0.556
2011 You S, Bas E, Erdogmus D, Kalpathy-Cramer J. Principal curved based retinal vessel segmentation towards diagnosis of retinal diseases Proceedings - 2011 1st Ieee International Conference On Healthcare Informatics, Imaging and Systems Biology, Hisb 2011. 331-337. DOI: 10.1109/HISB.2011.39  0.67
2011 Orhan U, Erdogmus D, Hild KE, Roark B, Oken B, Fried-Oken M. Context information significantly improves brain computer interface performance - A case study on text entry using a language model assisted BCI Conference Record - Asilomar Conference On Signals, Systems and Computers. 132-136. DOI: 10.1109/ACSSC.2011.6189970  0.645
2011 Bas E, Erdogmus D. Connectivity of projected high dimensional data charts on one-dimensional curves Signal Processing. 91: 2404-2409. DOI: 10.1016/J.Sigpro.2011.04.009  0.617
2011 Huang Y, Erdogmus D, Pavel M, Mathan S, Hild KE. A framework for rapid visual image search using single-trial brain evoked responses Neurocomputing. 74: 2041-2051. DOI: 10.1016/J.Neucom.2010.12.025  0.344
2011 Nezamfar H, Orhan U, Purwar S, Hild K, Oken B, Erdogmus D. Decoding of multichannel EEG activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli International Journal of Imaging Systems and Technology. 21: 139-147. DOI: 10.1002/Ima.20288  0.789
2010 Lan T, Erdogmus D, Black L, Van Santen J. A comparison of different dimensionality reduction and feature selection methods for single trial ERP detection. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6329-32. PMID 21097171 DOI: 10.1109/IEMBS.2010.5627642  0.474
2010 Zupanc J, Bas E, Erdogmus D. Analysis of lipid vesicle populations from microscopy video sequences. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 5050-3. PMID 21096024 DOI: 10.1109/IEMBS.2010.5626223  0.535
2010 Ataer-Cansizoglu E, Bas E, Yousuf M, You S, D'Souza WD, Erdogmus D. Towards respiration management in radiation treatment of lung tumors: transferring regions of interest from planning CT to kilovoltage X-ray images. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 3101-4. PMID 21095744 DOI: 10.1109/IEMBS.2010.5626126  0.768
2010 Szumowski J, Bas E, Gaarder K, Schwarz E, Erdogmus D, Hayflick S. Measurement of brain iron distribution in Hallevorden-Spatz syndrome. Journal of Magnetic Resonance Imaging : Jmri. 31: 482-9. PMID 20099363 DOI: 10.1002/Jmri.22031  0.554
2010 Bas E, Erdogmus D. Piecewise linear cylinder models for 3-dimensional axon segmentation in brainbowimagery 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 1297-1300. DOI: 10.1109/ISBI.2010.5490234  0.549
2010 Dasgupta S, Fanton M, Pham J, Willard M, Nezamfar H, Shafai B, Erdogmus D. Brain controlled robotic platform using steady state visual evoked potentials acquired by EEG Conference Record - Asilomar Conference On Signals, Systems and Computers. 1371-1374. DOI: 10.1109/ACSSC.2010.5757758  0.724
2010 Kyrgyzov O, Erdogmus D. Numerical optimization of a sum-of-rank-1 decomposition for n-dimensional order-p symmetric tensors Neurocomputing. 73: 3323-3327. DOI: 10.1016/J.Neucom.2010.06.013  0.787
2009 Ozertem U, Erdogmus D. RKHS Bayes discriminant: a subspace constrained nonlinear feature projection for signal detection. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1195-203. PMID 19497813 DOI: 10.1109/Tnn.2009.2021473  0.791
2009 Górriz JM, Ramírez J, Cruces-Álvarez S, Erdogmus D, Puntonet CG, Lang EW. Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm Journal of the Acoustical Society of America. 124: 3669-3683. PMID 19206795 DOI: 10.1121/1.3003933  0.335
2009 Kalpathy-Cramer J, Ozertem U, Hersh W, Fuss M, Erdogmus D. Robust segmentation using non-parametric snakes with multiple cues for applications in radiation oncology Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7259. DOI: 10.1117/12.812712  0.78
2009 Ozertem U, Erdogmus D. Principal Curve Time Warping Ieee Transactions On Signal Processing. 57: 2041-2049. DOI: 10.1109/Tsp.2009.2016268  0.789
2009 Lan T, Huang C, Erdogmus D. A comparison of temporal windowing schemes for single-trial ERP detection 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 331-334. DOI: 10.1109/NER.2009.5109300  0.448
2009 Górriz JM, Ramírez J, Cruces-Alvarez S, Puntonet CG, Lang EW, Erdogmus D. A novel LMS algorithm applied to adaptive noise cancellation Ieee Signal Processing Letters. 16: 34-37. DOI: 10.1109/Lsp.2008.2008584  0.335
2009 Ozertem U, Erdogmus D. Second-Order Volterra System Identification With Noisy Input–Output Measurements Ieee Signal Processing Letters. 16: 18-21. DOI: 10.1109/Lsp.2008.2008478  0.8
2008 Bas E, Erdogmus D, Ozertem U, Pavel M. Towards fish-eye camera based in-home activity assessment. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 2558-61. PMID 19163225 DOI: 10.1109/IEMBS.2008.4649722  0.777
2008 Ozertem U, Uysal I, Erdogmus D. Continuously differentiable sample-spacing entropy estimation. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 19: 1978-84. PMID 19000968 DOI: 10.1109/Tnn.2008.2006167  0.791
2008 Pokharel PP, Ozertem U, Erdogmus D, Principe JC. Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK Signal Processing. 88: 1368-1381. DOI: 10.1016/J.Sigpro.2007.12.001  0.792
2008 Ozertem U, Erdogmus D, Jenssen R. Mean shift spectral clustering Pattern Recognition. 41: 1924-1938. DOI: 10.1016/J.Patcog.2007.09.009  0.788
2008 Erdogmus D, Ozertem U, Lan T. Information theoretic feature selection and projection Studies in Computational Intelligence. 83: 1-22. DOI: 10.1007/978-3-540-75398-8_1  0.47
2007 Lan T, Erdogmus D, Adami A, Mathan S, Pavel M. Channel selection and feature projection for cognitive load estimation using ambulatory EEG. Computational Intelligence and Neuroscience. 74895. PMID 18364990 DOI: 10.1155/2007/74895  0.496
2007 Hegde A, Erdogmus D, Shiau DS, Principe JC, Sackellares CJ. Clustering approach to quantify long-term spatio-temporal interactions in epileptic intracranial electroencephalography. Computational Intelligence and Neuroscience. 83416. PMID 18317515 DOI: 10.1155/2007/83416  0.781
2007 Ozertem U, Erdogmus D. Nonparametric snakes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 2361-8. PMID 17784608 DOI: 10.1109/Tip.2007.902335  0.783
2007 Dorneich MC, Whitlow SD, Mathan S, Ververs PM, Erdogmus D, Adami A, Pavel M, Lan T. Supporting Real-Time Cognitive State Classification on a Mobile Individual Journal of Cognitive Engineering and Decision Making. 1: 240-270. DOI: 10.1518/155534307X255618  0.496
2007 Jenssen R, Erdogmus D, Principe JC, Eltoft T. The Laplacian Classifier Ieee Transactions On Signal Processing. 55: 3262-3271. DOI: 10.1109/Tsp.2007.894391  0.591
2007 Han S, Rao S, Erdogmus D, Jeong K, Principe J. A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS) Signal Processing. 87: 2733-2745. DOI: 10.1016/J.Sigpro.2007.05.003  0.787
2007 Jenssen R, Erdogmus D, Hild KE, Principe JC, Eltoft T. Information cut for clustering using a gradient descent approach Pattern Recognition. 40: 796-806. DOI: 10.1016/J.Patcog.2006.06.028  0.586
2007 Cho J, Principe JC, Erdogmus D, Motter MA. Quasi-sliding mode control strategy based on multiple-linear models Neurocomputing. 70: 960-974. DOI: 10.1016/J.Neucom.2006.07.011  0.779
2007 Lan T, Erdogmus D. Maximally informative feature and sensor selection in pattern recognition using local and global independent component analysis Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 48: 39-52. DOI: 10.1007/s11265-006-0026-5  0.459
2006 Hild KE, Erdogmus D, Torkkola K, Principe JC. Feature extraction using information-theoretic learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1385-92. PMID 16929726 DOI: 10.1109/Tpami.2006.186  0.58
2006 Kim SP, Sanchez JC, Rao YN, Erdogmus D, Carmena JM, Lebedev MA, Nicolelis MA, Principe JC. A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces. Journal of Neural Engineering. 3: 145-61. PMID 16705271 DOI: 10.1088/1741-2560/3/2/009  0.794
2006 Cho J, Principe JC, Erdogmus D, Motter MA. Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 17: 445-60. PMID 16566471 DOI: 10.1109/Tnn.2005.863422  0.78
2006 Hild K, Erdogmus D, Principe J. Experimental upper bound for the performance of convolutive source separation methods Ieee Transactions On Signal Processing. 54: 627-635. DOI: 10.1109/Tsp.2005.861766  0.598
2006 Erdogmus D, Principe J. From linear adaptive filtering to nonlinear information processing - The design and analysis of information processing systems Ieee Signal Processing Magazine. 23: 14-33. DOI: 10.1109/Sp-M.2006.248709  0.593
2006 Hild KE, Erdogmus D, Principe JC. An analysis of entropy estimators for blind source separation Signal Processing. 86: 182-194. DOI: 10.1016/J.Sigpro.2005.04.015  0.6
2006 Ozertem U, Erdogmus D, Jenssen R. Spectral feature projections that maximize Shannon mutual information with class labels Pattern Recognition. 39: 1241-1252. DOI: 10.1016/J.Patcog.2006.01.014  0.791
2006 Jenssen R, Principe JC, Erdogmus D, Eltoft T. The Cauchy–Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels Journal of the Franklin Institute. 343: 614-629. DOI: 10.1016/J.Jfranklin.2006.03.018  0.566
2006 Hegde A, Principe JC, Erdogmus D, Ozertem U, Rao YN, Peddaneni H. Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 85-95. DOI: 10.1007/s11265-006-9773-6  0.763
2006 Erdogmus D, Jenssen R, Rao YN, Principe JC. Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 67-83. DOI: 10.1007/s11265-006-9772-7  0.751
2006 Jenssen R, Eltoft T, Erdogmus D, Principe JC. Some Equivalences between Kernel Methods and Information Theoretic Methods The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 49-65. DOI: 10.1007/s11265-006-9771-8  0.501
2005 Lan T, Erdogmus D, Adami A, Pavel M, Mathan S. Salient EEG channel selection in brain computer interfaces by mutual information maximization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 7: 7064-7. PMID 17281902 DOI: 10.1109/IEMBS.2005.1616133  0.476
2005 Hegde A, Erdogmus D, Principe J. Spatio-Temporal Clustering of Epileptic ECOG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 4: 4199-202. PMID 17281160 DOI: 10.1109/IEMBS.2005.1615390  0.78
2005 Jeong KH, Xu JW, Erdogmus D, Principe JC. A new classifier based on information theoretic learning with unlabeled data. Neural Networks : the Official Journal of the International Neural Network Society. 18: 719-26. PMID 16102941 DOI: 10.1016/J.Neunet.2005.06.018  0.794
2005 Sanchez JC, Erdogmus D, Nicolelis MA, Wessberg J, Principe JC. Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 213-9. PMID 16003902 DOI: 10.1109/Tnsre.2005.847382  0.668
2005 Lan J, Cho J, Erdogmus D, Principe J, Motter M, Xu J. Local Linear PID Controllers for Nonlinear Control Control and Intelligent Systems. 33. DOI: 10.2316/Journal.201.2005.1.201-1541  0.772
2005 Kim S, Rao YN, Erdogmus D, Sanchez JC, Nicolelis MAL, Principe JC. Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization Eurasip Journal On Advances in Signal Processing. 2005. DOI: 10.1155/Asp.2005.3113  0.791
2005 Rao Y, Erdogmus D, Principe J. Error whitening criterion for adaptive filtering: theory and algorithms Ieee Transactions On Signal Processing. 53: 1057-1069. DOI: 10.1109/Tsp.2004.842179  0.773
2005 Lazaro M, Santamaria I, Erdogmus D, Hild K, Pantaleon C, Principe J. Stochastic blind equalization based on PDF fitting using Parzen estimator Ieee Transactions On Signal Processing. 53: 696-704. DOI: 10.1109/Tsp.2004.840767  0.61
2005 Erdogmus D, Fontenla-Romero O, Principe J, Alonso-Betanzos A, Castillo E. Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response Ieee Transactions On Neural Networks. 16: 325-337. DOI: 10.1109/Tnn.2004.841777  0.606
2005 Hild K, Pinto D, Erdogmus D, Principe J. Convolutive blind source separation by minimizing mutual information between segments of signals Ieee Transactions On Circuits and Systems I: Regular Papers. 52: 2188-2196. DOI: 10.1109/Tcsi.2005.852915  0.58
2005 Hegde A, Lan T, Erdogmus D. Order statistics based estimator for Renyi's entropy 2005 Ieee Workshop On Machine Learning For Signal Processing. 335-339. DOI: 10.1109/MLSP.2005.1532924  0.786
2005 Lan T, Erdogmus D. Local linear ICA for mutual information estimation in feature selection 2005 Ieee Workshop On Machine Learning For Signal Processing. 3-8. DOI: 10.1109/MLSP.2005.1532865  0.465
2005 Rao YN, Kim SP, Sanchez JC, Erdogmus D, Principe JC, Carmena JM, Lebedev MA, Nicolelis MA. Learning mappings in brain machine interfaces with echo state networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V233-V236. DOI: 10.1109/ICASSP.2005.1416283  0.776
2005 Erdogmus D, Adami A, Pavel M, Lan T, Mathan S, Whitlow S, Dorneich M. Cognitive state estimation based on EEG for augmented cognition 2nd International Ieee Embs Conference On Neural Engineering. 2005: 566-569. DOI: 10.1109/CNE.2005.1419686  0.412
2005 Hegde A, Erdogmus D, Shiau DS, Principe JC, Sackellares CJ. Quantifying spatio-temporal dependencies in epileptic ECOG Signal Processing. 85: 2082-2100. DOI: 10.1016/J.Sigpro.2005.07.003  0.78
2005 Erdogmus D, Principe JC. Information theoretic signal processing Signal Processing. 85: 873-874. DOI: 10.1016/J.Sigpro.2004.11.024  0.55
2005 Erdogmus D, Agrawal R, Principe JC. A mutual information extension to the matched filter Signal Processing. 85: 927-935. DOI: 10.1016/J.Sigpro.2004.11.018  0.566
2005 Rao YN, Erdogmus D, Rao GY, Principe JC. Fast error whitening algorithms for system identification and control with noisy data Neurocomputing. 69: 158-181. DOI: 10.1016/J.Neucom.2005.02.018  0.785
2005 Lehn-schi�ler T, Hegde A, Erdogmus D, Principe JC. Vector quantization using information theoretic concepts Natural Computing. 4: 39-51. DOI: 10.1007/S11047-004-9619-8  0.789
2004 Hegde A, Erdogmus D, Principe JC. Synchronization analysis of epileptic ECOG data using SOM-based SI measure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2: 952-5. PMID 17271837 DOI: 10.1109/IEMBS.2004.1403318  0.774
2004 Liu H, Hild KE, Gao JB, Erdogmus D, Príncipe JC, Chris Sackellares J. Evaluation of a BSS algorithm for artifacts rejection in epileptic seizure detection. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 91-4. PMID 17271611 DOI: 10.1109/IEMBS.2004.1403098  0.536
2004 Sindhwani V, Rakshit S, Deodhare D, Erdogmus D, Principe JC, Niyogi P. Feature selection in MLPs and SVMs based on maximum output information. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 937-48. PMID 15461085 DOI: 10.1109/Tnn.2004.828772  0.607
2004 Principe JC, Oja E, Xu L, Cichocki A, Erdogmus D. Special issue on information theoretic learning. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 789-91. PMID 15461072 DOI: 10.1109/Tnn.2004.833368  0.492
2004 Erdogmus D, Yan R, Larsson EG, Principe JC, Fitzsimmons JR. Image construction methods for phased array magnetic resonance imaging. Journal of Magnetic Resonance Imaging : Jmri. 20: 306-14. PMID 15269958 DOI: 10.1002/Jmri.20115  0.597
2004 Erdogmus D, Hild KE, Rao YN, Príncipe JC. Minimax mutual information approach for independent component analysis. Neural Computation. 16: 1235-52. PMID 15130248 DOI: 10.1162/089976604773717595  0.785
2004 Erdogmus D, Rao YN, Peddaneni H, Hegde A, Principe JC. Recursive Principal Components Analysis Using Eigenvector Matrix Perturbation Eurasip Journal On Advances in Signal Processing. 2004. DOI: 10.1155/S1110865704404120  0.8
2004 Erdogmus D, Hild K, Principe J, Lazaro M, Santamaria I. Adaptive Blind Deconvolution of Linear Channels Using Renyi's Entropy with Parzen Window Estimation Ieee Transactions On Signal Processing. 52: 1489-1498. DOI: 10.1109/Tsp.2004.827202  0.598
2004 Erdogmus D, Principe JC. Lower and upper bounds for misclassification probability based on Renyi's information Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 37: 305-317. DOI: 10.1023/B:VLSI.0000027493.48841.39  0.534
2004 Principe JC, Erdogmus D. Special issue on information theoretic signal processing Signal Processing. 84: 675-676. DOI: 10.1016/J.Sigpro.2003.11.012  0.551
2003 Larsson EG, Erdogmus D, Yan R, Principe JC, Fitzsimmons JR. SNR-optimality of sum-of-squares reconstruction for phased-array magnetic resonance imaging. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 163: 121-3. PMID 12852915 DOI: 10.1016/S1090-7807(03)00132-0  0.555
2003 Rao YN, Erdogmus D, Rao GY, Principe JC. Stochastic error whitening algorithm for linear filter estimation with noisy data. Neural Networks : the Official Journal of the International Neural Network Society. 16: 873-80. PMID 12850046 DOI: 10.1016/S0893-6080(03)00109-6  0.771
2003 Kim SP, Sanchez JC, Erdogmus D, Rao YN, Wessberg J, Principe JC, Nicolelis M. Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks : the Official Journal of the International Neural Network Society. 16: 865-71. PMID 12850045 DOI: 10.1016/S0893-6080(03)00108-4  0.791
2003 Erdogmus D, Rao YN, Hild II KE, Principe JC. Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection Eurasip Journal On Advances in Signal Processing. 2002. DOI: 10.1155/S1110865702210033  0.791
2003 Erdogmus D, Principe JC. Convergence properties and data efficiency of the minimum error entropy criterion in adaline training Ieee Transactions On Signal Processing. 51: 1966-1978. DOI: 10.1109/Tsp.2003.812843  0.604
2003 Erdogmus D, Hild K, Principe J. Online entropy manipulation: stochastic information gradient Ieee Signal Processing Letters. 10: 242-245. DOI: 10.1109/Lsp.2003.814400  0.591
2002 Erdogmus D, Principe JC. Generalized information potential criterion for adaptive system training. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 13: 1035-44. PMID 18244501 DOI: 10.1109/Tnn.2002.1031936  0.612
2002 Erdogmus D, Genç AU, Príncipe JC. A Neural Network Perspective to Extended Luenberger Observers Measurement and Control. 35: 10-16. DOI: 10.1177/002029400203500103  0.572
2002 Erdogmus D, Principe JC. An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems Ieee Transactions On Signal Processing. 50: 1780-1786. DOI: 10.1109/Tsp.2002.1011217  0.582
2002 Santamaria I, Erdogmus D, Principe J. Entropy minimization for supervised digital communications channel equalization Ieee Transactions On Signal Processing. 50: 1184-1192. DOI: 10.1109/78.995074  0.599
2002 Erdogmus D, Principe JC, Hild II KE. Natural Computing. 1: 85-108. DOI: 10.1023/A:1015064029375  0.605
2002 Erdogmus D, Hild II KE, Principe JC. Blind source separation using Renyi's α-marginal entropies Neurocomputing. 49: 25-38. DOI: 10.1016/S0925-2312(02)00526-X  0.593
2001 Hild K, Erdogmus D, Principe J. Blind source separation using Renyi's mutual information Ieee Signal Processing Letters. 8: 174-176. DOI: 10.1109/97.923043  0.602
2000 Principe JC, Erdogmus D. From adaptive linear to information filtering Ieee 2000 Adaptive Systems For Signal Processing, Communications, and Control Symposium, as-Spcc 2000. 99-104. DOI: 10.1109/ASSPCC.2000.882454  0.545
Low-probability matches (unlikely to be authored by this person)
2007 Kazmierczak SC, Leen TK, Erdogmus D, Carreira-Perpinan MA. Reduction of multi-dimensional laboratory data to a two-dimensional plot: a novel technique for the identification of laboratory error. Clinical Chemistry and Laboratory Medicine : Cclm / Fescc. 45: 749-52. PMID 17579527 DOI: 10.1515/Cclm.2007.177  0.29
2019 Xiang Y, Akcakaya M, Sen S, Erdogmus D, Nehorai A. Target tracking via recursive Bayesian state estimation in cognitive radar networks Signal Processing. 155: 157-169. DOI: 10.1016/J.Sigpro.2018.09.035  0.289
2019 Kadıoğlu B, Yıldız İ, Closas P, Fried-Oken MB, Erdoğmuş D. Robust Fusion of c-VEP and Gaze. Ieee Sensors Letters. 3. PMID 31872171 DOI: 10.1109/LSENS.2018.2878705  0.287
2007 Zhao J, Wu D, Erdogmus D, Fang Y, He Z. Adaptive motion estimation schemes using maximum mutual information criterion Wireless Communications and Mobile Computing. 7: 205-215. DOI: 10.1002/Wcm.474  0.278
2019 Yıldız İ, Tian P, Dy J, Erdoğmuş D, Brown J, Kalpathy-Cramer J, Ostmo S, Peter Campbell J, Chiang MF, Ioannidis S. Classification and comparison via neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 118: 65-80. PMID 31254769 DOI: 10.1016/J.Neunet.2019.06.004  0.272
2019 Hashemi SR, Salehi SSM, Erdogmus D, Prabhu SP, Warfield SK, Gholipour A. Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection. Ieee Access : Practical Innovations, Open Solutions. 7: 721-1735. PMID 31528523 DOI: 10.1109/Access.2018.2886371  0.27
2006 Fuller CD, Thomas CR, Schwartz S, Golden N, Ting J, Wong A, Erdogmus D, Scarbrough TJ. Method comparison of ultrasound and kilovoltage x-ray fiducial marker imaging for prostate radiotherapy targeting. Physics in Medicine and Biology. 51: 4981-93. PMID 16985282 DOI: 10.1088/0031-9155/51/19/016  0.27
2019 Goodwin MS, Mazefsky CA, Ioannidis S, Erdogmus D, Siegel M. Predicting aggression to others in youth with autism using a wearable biosensor. Autism Research : Official Journal of the International Society For Autism Research. PMID 31225952 DOI: 10.1002/Aur.2151  0.269
2016 Guler S, Dannhauer M, Erem B, Macleod R, Tucker D, Turovets S, Luu P, Erdogmus D, Brooks DH. Optimization of focality and direction in dense electrode array transcranial direct current stimulation (tDCS). Journal of Neural Engineering. 13: 036020. PMID 27152752 DOI: 10.1088/1741-2560/13/3/036020  0.267
2018 Redd TK, Campbell JP, Brown JM, Kim SJ, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF. Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity. The British Journal of Ophthalmology. PMID 30470715 DOI: 10.1136/Bjophthalmol-2018-313156  0.266
2020 Yildiz VM, Tian P, Yildiz I, Brown JM, Kalpathy-Cramer J, Dy J, Ioannidis S, Erdogmus D, Ostmo S, Kim SJ, Chan RVP, Campbell JP, Chiang MF. Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach. Translational Vision Science & Technology. 9: 10. PMID 32704416 DOI: 10.1167/Tvst.9.2.10  0.265
2004 Erdogmus D, G. Larsson E, Yan R, C. Principe J, R. Fitzsimmons J. Asymptotic SNR-performance of some image combination techniques for phased-array MRI Signal Processing. 84: 997-1003. DOI: 10.1016/J.Sigpro.2004.03.003  0.263
2004 Erdogmus D, G. Larsson E, Yan R, C. Principe J, R. Fitzsimmons J. Measuring the signal-to-noise ratio in magnetic resonance imaging: a caveat Signal Processing. 84: 1035-1040. DOI: 10.1016/J.Sigpro.2004.03.006  0.263
2017 Guler S, Dannhauer M, Erem B, Macleod R, Tucker D, Turovets S, Luu P, Erdogmus D, Brooks DH. Approximation of Fully Optimized HD-tDCS Stimulus Patterns with Fewer Current Sources Using Branch and Bound Algorithm Brain Stimulation. 10: e12. DOI: 10.1016/J.Brs.2016.11.057  0.259
2008 Huang Y, Erdogmus D, Pavel M, Mathan S. Mixed effects models for eeg evoked response detection Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 91-96. DOI: 10.1109/MLSP.2008.4685461  0.258
2014 Zupanc J, Drašler B, Boljte S, Kralj-Iglič V, Iglič A, Erdogmus D, Drobne D. Lipid vesicle shape analysis from populations using light video microscopy and computer vision. Plos One. 9: e113405. PMID 25426933 DOI: 10.1371/Journal.Pone.0113405  0.254
2016 Kalpathy-Cramer J, Campbell JP, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, et al. Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis. Ophthalmology. PMID 27566853 DOI: 10.1016/J.Ophtha.2016.07.020  0.249
2024 Bicer Y, Smedemark-Margulies N, Celik B, Sunger E, Orendorff R, Naufel S, Imbiriba T, Erdogmus D, Tunik E, Yarossi M. User Training with Error Augmentation for sEMG-based Gesture Classification. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 38427549 DOI: 10.1109/TNSRE.2024.3372512  0.245
2013 Schirner G, Erdogmus D, Chowdhury K, Padir T. The future of human-in-the-loop cyber-physical systems Computer. 46: 36-45. DOI: 10.1109/Mc.2013.31  0.242
2018 Brown JM, Campbell JP, Beers A, Chang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF. Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. Jama Ophthalmology. PMID 29801159 DOI: 10.1001/Jamaophthalmol.2018.1934  0.238
2009 Huang Y, Pavel M, Hild KE, Erdogmus D, Mathan S. A hybrid generative/discriminative method for EEG evoked potential detection 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 283-286. DOI: 10.1109/NER.2009.5109288  0.238
2017 Tibrewal S, Tian P, Kedarisetti D, Kalpathy-Cramer J, Erdogmus D, Campbell JP, Chan RV, Chiang MF. Evaluation of computer-based image analysis for retinopathy of prematurity screening Journal of American Association For Pediatric Ophthalmology and Strabismus. 21: e20. DOI: 10.1016/J.Jaapos.2017.07.065  0.236
2008 Erdogmus D, Mandic D, Tanaka T. Advances in blind signal processing Neurocomputing. 71: 2069-2070. DOI: 10.1016/J.Neucom.2008.01.013  0.235
2007 Kardec Barros A, Carlos Príncipe J, Erdogmus D. Independent Component Analysis and Blind Source Separation Signal Processing. 87: 1817-1818. DOI: 10.1016/J.Sigpro.2007.03.013  0.233
2017 Yarossi M, Dannhauer M, Erdogmus D, Brooks D, Tunik E. Multi-muscle TMS mapping using subject-specific FEA models of induced currents Brain Stimulation. 10: e28. DOI: 10.1016/J.Brs.2017.04.032  0.23
2019 Taylor S, Brown JM, Gupta K, Campbell JP, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kim SJ, Kalpathy-Cramer J, Chiang MF. Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning. Jama Ophthalmology. PMID 31268518 DOI: 10.1001/Jamaophthalmol.2019.2433  0.226
2018 Campbell JP, Brown J, Chan RP, Dy J, Ioannidis S, Erdogmus D, Kalpathy-Cramer J, Chiang MF. Automated diagnosis of plus disease in retinopathy of prematurity using deep learning Journal of American Association For Pediatric Ophthalmology and Strabismus. 22: e12. DOI: 10.1016/J.Jaapos.2018.07.036  0.225
2021 Kocanaogullari A, Akcakaya M, Erdogmus D. Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33909559 DOI: 10.1109/TPAMI.2021.3075915  0.223
2008 Huang Y, Erdogmus D, Mathan S, Pavel M. Detecting EEG evoked responses for target image search with mixed effect models. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4988-91. PMID 19163837 DOI: 10.1109/IEMBS.2008.4650334  0.22
2016 Campbell JP, Kalpathy-Cramer J, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, et al. Plus Disease in Retinopathy of Prematurity: A Continuous Spectrum of Vascular Abnormality as a Basis of Diagnostic Variability. Ophthalmology. PMID 27591053 DOI: 10.1016/J.Ophtha.2016.07.026  0.219
2020 Romanella S, Tadayon E, Mathan S, Kadosh RC, Yeung N, Pavel M, Erdogmus D, Pascual-Leone A, Santarnecchi E, Sharp T. P177 Resting-state functional connectivity pattern predicts the outcome in cognitive training combined with transcranial electrical stimulation Clinical Neurophysiology. 131. DOI: 10.1016/J.Clinph.2019.12.288  0.219
2006 Huang Y, Erdogmus D, Mathan S, Pavel M. Boosting linear logistic regression for single trial ERP detection in rapid serial visual presentation tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 3369-72. PMID 17947025 DOI: 10.1109/IEMBS.2006.259370  0.217
2021 Han M, Ozdenizci O, Koike-Akino T, Wang Y, Erdogmus D. Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders. Ieee Journal of Biomedical and Health Informatics. PMID 33657004 DOI: 10.1109/JBHI.2021.3062335  0.213
2017 Campbell JP, Kalpathy-Cramer J, Erdogmus D, Ostmo S, Swan R, Sonmez K, Chan RP, Chiang MF. Plus disease in rop: why do experts disagree, and how can we improve diagnosis? Journal of American Association For Pediatric Ophthalmology and Strabismus. 21: e5-e6. DOI: 10.1016/J.Jaapos.2017.07.014  0.212
2024 Zandigohar M, Han M, Sharif M, Günay SY, Furmanek MP, Yarossi M, Bonato P, Onal C, Padır T, Erdoğmuş D, Schirner G. Multimodal fusion of EMG and vision for human grasp intent inference in prosthetic hand control. Frontiers in Robotics and Ai. 11: 1312554. PMID 38476118 DOI: 10.3389/frobt.2024.1312554  0.21
2019 Gupta K, Campbell JP, Taylor S, Brown JM, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Kim SJ, Chiang MF. A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment. Jama Ophthalmology. PMID 31268499 DOI: 10.1001/Jamaophthalmol.2019.2442  0.21
2008 Huang Y, Erdogmus D, Mathan S, Pavel M. Large-scale image database triage via EEG evoked responses Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 429-432. DOI: 10.1109/ICASSP.2008.4517638  0.207
2021 Özdenizci O, Erdoğmuş D. Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks. Information Sciences. 570: 298-305. PMID 34262223 DOI: 10.1016/j.ins.2021.04.066  0.206
2010 Hild KE, Mathan S, Huang Y, Erdogmus D, Pavel M. Optimal set of EEG electrodes for rapid serial visual presentation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4335-8. PMID 21096450 DOI: 10.1109/IEMBS.2010.5627081  0.203
2022 Smedemark-Margulies N, Wang Y, Koike-Akino T, Erdogmus D. AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 3159-3165. PMID 36085770 DOI: 10.1109/EMBC48229.2022.9871649  0.201
2015 Loh AR, Ryan M, Abrahams K, Cansizoglu E, Chan RP, Berrocal A, Kalpathy J, Bolon V, Erdogmus D, Chiang MF. Uncertainty in the diagnosis of preplus disease in retinopathy of prematurity (ROP) Journal of American Association For Pediatric Ophthalmology and Strabismus. 19: e28. DOI: 10.1016/J.Jaapos.2015.07.075  0.201
2020 Özdenizci O, Wang YE, Koike-Akino T, ErdoĞmuŞ D. Learning Invariant Representations from EEG via Adversarial Inference. Ieee Access : Practical Innovations, Open Solutions. 8: 27074-27085. PMID 33747669 DOI: 10.1109/access.2020.2971600  0.195
2017 Cumpanasoiu D, Mazefsky C, Stedman A, Peura C, Tian P, Guo Y, Ioannidis S, Erdogmus D, Siegel M, Goodwin M. 5.12 Physiological Biomarkers for Prediction of Imminent Aggression in Minimally Verbal Children With Autism Spectrum Disorder Journal of the American Academy of Child & Adolescent Psychiatry. 56: S256-S257. DOI: 10.1016/J.Jaac.2017.09.295  0.194
2012 Huang Y, Hild KE, Pavel M, Mathan S, Erdogmus D. Neural correlates of visual perception in rapid serial visual presentation paradigms Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349766  0.19
2008 Mathan S, Erdogmus D, Huang Y, Pavel M, Ververs P, Carciofini J, Dorneich M, Whitlow S. Rapid image analysis using neural signals Conference On Human Factors in Computing Systems - Proceedings. 3309-3314. DOI: 10.1145/1358628.1358849  0.189
2021 Faghihpirayesh R, Yarossi M, Imbiriba T, Brooks DH, Tunik E, Erdogmus D. Efficient TMS-based Motor Cortex Mapping Using Gaussian Process Active Learning. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 34406942 DOI: 10.1109/TNSRE.2021.3105644  0.189
2021 Ruf SF, Navid Akbar M, Whitfield-Gabrieli S, Erdogmus D. Comparing Autoregressive and Network Features for Classification of Depression and Anxiety. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 386-389. PMID 34891315 DOI: 10.1109/EMBC46164.2021.9630290  0.188
2021 Demir A, Koike-Akino T, Wang Y, Haruna M, Erdogmus D. EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 1061-1067. PMID 34891471 DOI: 10.1109/EMBC46164.2021.9630194  0.187
2013 Šimundić M, Drašler B, Šuštar V, Zupanc J, Štukelj R, Makovec D, Erdogmus D, Hägerstrand H, Drobne D, Kralj-Iglič V. Effect of engineered TiO2 and ZnO nanoparticles on erythrocytes, platelet-rich plasma and giant unilamelar phospholipid vesicles. Bmc Veterinary Research. 9: 7. PMID 23311901 DOI: 10.1186/1746-6148-9-7  0.179
2021 Özdenizci O, Eldeeb S, Demir A, Erdoğmuş D, Akçakaya M. EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. Biomedical Signal Processing and Control. 67. PMID 33927780 DOI: 10.1016/j.bspc.2021.102507  0.176
2020 Eldeeb S, Weber D, Ting J, Demir A, Erdogmus D, Akcakaya M. EEG-based trial-by-trial texture classification during active touch. Scientific Reports. 10: 20755. PMID 33247177 DOI: 10.1038/s41598-020-77439-7  0.175
2020 Faghihpirayesh R, Imbiriba T, Yarossi M, Tunik E, Brooks D, Erdoğmuş D. Motor Cortex Mapping using Active Gaussian Processes. The ... International Conference On Pervasive Technologies Related to Assistive Environments : Petra ... International Conference On Pervasive Technologies Related to Assistive Environments. 2020. PMID 32832934 DOI: 10.1145/3389189.3389202  0.174
2022 Han M, Zandigohar M, Günay SY, Schirner G, Erdoğmuş D. Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement. Frontiers in Neuroscience. 16: 849991. PMID 35720725 DOI: 10.3389/fnins.2022.849991  0.174
2019 Koçanaoğulları A, M. Marghi Y, Akçakaya M, Erdoğmuş D. An active recursive state estimation framework for brain-interfaced typing systems Brain-Computer Interfaces. 6: 149-161. DOI: 10.1080/2326263x.2020.1729652  0.172
2008 Hild KE, Erdogmus D, Mathan S, Pavel M. Trellis-based circle detection Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 211-215. DOI: 10.1109/MLSP.2008.4685481  0.17
2008 Ozertem U, Erdogmus D, Arikan O. Piecewise smooth signal denoising via principal curve projections Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 426-431. DOI: 10.1109/MLSP.2008.4685518  0.169
2007 Huang Y, Erdogmus D, Mathan S, Pavel M. A fusion approach for image triage using single trial ERP detection Proceedings of the 3rd International Ieee Embs Conference On Neural Engineering. 473-476. DOI: 10.1109/CNE.2007.369712  0.168
2015 Onuk AE, Akcakaya M, Bardhan J, Erdogmus D, Brooks DH, Makowski L. Maximum a posteriori estimation of relative abundances of protein conformations Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324377  0.168
2006 Mathan S, Whitlow S, Erdogmus D, Pavel M, Ververs P, Dorneich M. Neurophysiologically driven image triage: A pilot study Conference On Human Factors in Computing Systems - Proceedings. 1085-1090. DOI: 10.1145/1125451.1125657  0.168
2020 Han M, Ozdenizci O, Wang Y, Koike-Akino T, Erdogmus D. Disentangled Adversarial Transfer Learning for Physiological Biosignals. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 422-425. PMID 33018018 DOI: 10.1109/EMBC44109.2020.9175233  0.167
2019 Günay SY, Yarossi M, Brooks DH, Tunik E, Erdoğmuş D. Transfer learning using low-dimensional subspaces for EMG-based classification of hand posture. International Ieee/Embs Conference On Neural Engineering : [Proceedings]. International Ieee Embs Conference On Neural Engineering. 2019: 1097-1100. PMID 32818047 DOI: 10.1109/ner.2019.8717180  0.165
2020 Han M, Günay SY, Schirner G, Padır T, Erdoğmuş D. HANDS: a multimodal dataset for modeling toward human grasp intent inference in prosthetic hands. Intelligent Service Robotics. 13: 179-185. PMID 33312264 DOI: 10.1007/s11370-019-00293-8  0.164
2021 Han M, Zandigohar M, Furmanek MP, Yarossi M, Schirner G, Erdogmus D. Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 359-364. PMID 34891309 DOI: 10.1109/EMBC46164.2021.9630739  0.164
2016 Onuk AE, Akcakaya M, Bardhan J, Erdogmus D, Brooks DH, Makowski L. Dirichlet Priors for MAP Inference of Protein Conformation Abundances from SAXS Journal of Signal Processing Systems. 1-8. DOI: 10.1007/s11265-016-1141-6  0.164
2021 Demirkaya A, Imbiriba T, Lockwood K, Rampersad S, Alhajjar E, Guidoboni G, Danziger Z, Erdogmus D. Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 763-766. PMID 34891402 DOI: 10.1109/EMBC46164.2021.9631038  0.151
2008 Huang Y, Erdogmus D, Lu Z, Leen TK. Detecting mild cognitive loss with continuous monitoring of medication adherence Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 609-612. DOI: 10.1109/ICASSP.2008.4517683  0.15
2020 Li MD, Chang K, Bearce B, Chang CY, Huang AJ, Campbell JP, Brown JM, Singh P, Hoebel KV, Erdoğmuş D, Ioannidis S, Palmer WE, Chiang MF, Kalpathy-Cramer J. Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. Npj Digital Medicine. 3: 48. PMID 32258430 DOI: 10.1038/s41746-020-0255-1  0.149
2021 Koçanaoğulları A, Smedemark-Margulies N, Akcakaya M, Erdoğmuş D. Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. Ieee Signal Processing Letters. 28: 867-871. PMID 34177215 DOI: 10.1109/lsp.2021.3072292  0.149
2021 Akbar MN, Ruf S, La Rocca M, Garner R, Barisano G, Cua R, Vespa P, Erdoğmuş D, Duncan D. Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. Computational Diffusion Mri : Miccai Workshop. 13006: 133-143. PMID 37489155 DOI: 10.1007/978-3-030-87615-9_12  0.148
2022 Klee D, Memmott T, Smedemark-Margulies N, Celik B, Erdogmus D, Oken BS. Target-Related Alpha Attenuation in a Brain-Computer Interface Rapid Serial Visual Presentation Calibration. Frontiers in Human Neuroscience. 16: 882557. PMID 35529775 DOI: 10.3389/fnhum.2022.882557  0.145
2023 Westlin C, Theriault JE, Katsumi Y, Nieto-Castanon A, Kucyi A, Ruf SF, Brown SM, Pavel M, Erdogmus D, Brooks DH, Quigley KS, Whitfield-Gabrieli S, Barrett LF. Improving the study of brain-behavior relationships by revisiting basic assumptions. Trends in Cognitive Sciences. PMID 36739181 DOI: 10.1016/j.tics.2022.12.015  0.142
2009 Hild KE, Pavel M, Erdogmus D, Mathan S. Enhancing target detection using a hybrid human-computer system Conference Record - Asilomar Conference On Signals, Systems and Computers. 51-54. DOI: 10.1109/ACSSC.2009.5470175  0.14
2021 Faghihpirayesh R, Ruf S, Rocca M, Garner R, Vespa P, Erdogmus D, Duncan D. Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 302-305. PMID 34891296 DOI: 10.1109/EMBC46164.2021.9630242  0.138
2008 Kalpathy-Cramer J, Ozertem U, Hersh W, Fuss M, Erdogmus D. Semi-supervised segmentation using non-parametric snakes for 3D-CT applications in radiation oncology Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 109-114. DOI: 10.1109/MLSP.2008.4685464  0.136
2020 Akbar N, Yarossi M, Martinez-Gost M, Sommer MA, Dannhauer M, Rampersad S, Brooks D, Tunik E, Erdoğmuş D. Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach. The ... International Conference On Pervasive Technologies Related to Assistive Environments : Petra ... International Conference On Pervasive Technologies Related to Assistive Environments. 2020. PMID 32818205 DOI: 10.1145/3389189.3389203  0.136
2005 Fitzsimmons JR, Yan R, Erdogmus D. MRI image reconstruction via homomorphic signal processing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415356  0.134
2023 La Rocca M, Barisano G, Garner R, Ruf SF, Amoroso N, Monti M, Vespa P, Bellotti R, Erdoğmuş D, Toga AW, Duncan D. Functional connectivity alterations in traumatic brain injury patients with late seizures. Neurobiology of Disease. 106053. PMID 36871641 DOI: 10.1016/j.nbd.2023.106053  0.129
2022 Hanif A, Yıldız İ, Tian P, Kalkanlı B, Erdoğmuş D, Ioannidis S, Dy J, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RVP, Chiang MF, Campbell JP. Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels. Ophthalmology Science. 2: 100122. PMID 36249702 DOI: 10.1016/j.xops.2022.100122  0.127
2007 Pavel M, Hayes T, Tsay I, Erdogmus D, Paul A, Larimer N, Jimison H, Nutt J. Continuous assessment of gait velocity in Parkinson's disease from unobtrusive measurements Proceedings of the 3rd International Ieee Embs Conference On Neural Engineering. 700-703. DOI: 10.1109/CNE.2007.369769  0.125
2021 Singh A, Westlin C, Eisenbarth H, Reynolds Losin EA, Andrews-Hanna JR, Wager TD, Satpute AB, Barrett LF, Brooks DH, Erdogmus D. Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 6003-6007. PMID 34892486 DOI: 10.1109/EMBC46164.2021.9630852  0.123
2023 Marra KV, Chen JS, Robles-Holmes HK, Miller J, Wei G, Aguilar E, Ideguchi Y, Ly KB, Prenner S, Erdogmus D, Ferrara N, Campbell JP, Friedlander M, Nudleman E. Development of a Semi-automated Computer-based Tool for the Quantification of Vascular Tortuosity in the Murine Retina. Ophthalmology Science. 4: 100439. PMID 38361912 DOI: 10.1016/j.xops.2023.100439  0.12
2012 Leen TK, Erdogmus D, Kazmierczak S. Statistical error detection for clinical laboratory tests. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2720-3. PMID 23366487 DOI: 10.1109/EMBC.2012.6346526  0.119
2022 Akbar MN, Wang X, Erdogmus D, Dalal S. PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 1834-1838. PMID 36086469 DOI: 10.1109/EMBC48229.2022.9871153  0.116
2020 Azari B, Westlin C, Satpute AB, Hutchinson JB, Kragel PA, Hoemann K, Khan Z, Wormwood JB, Quigley KS, Erdogmus D, Dy J, Brooks DH, Barrett LF. Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience. Scientific Reports. 10: 20284. PMID 33219270 DOI: 10.1038/s41598-020-77117-8  0.115
2022 Demir A, Koike-Akino T, Wang Y, Erdogmus D. EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 30-35. PMID 36086201 DOI: 10.1109/EMBC48229.2022.9871984  0.114
2018 Goodwin MS, Özdenizci O, Cumpanasoiu C, Tian P, Guo Y, Stedman A, Peura C, Mazefsky C, Siegel M, Erdoğmuş D, Ioannidis S. Predicting Imminent Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Preceding Physiological Signals. International Conference On Pervasive Computing Technologies For Healthcare : [Proceedings]. International Conference On Pervasive Computing Technologies For Healthcare. 2018: 201-207. PMID 30420938 DOI: 10.1145/3240925.3240980  0.112
2021 Azari B, Westlin C, Satpute AB, Hutchinson JB, Kragel PA, Hoemann K, Khan Z, Wormwood JB, Quigley KS, Erdogmus D, Dy J, Brooks DH, Barrett LF. Author Correction: Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience. Scientific Reports. 11: 10241. PMID 33967274 DOI: 10.1038/s41598-021-89878-x  0.111
2007 Miller DJ, Erdogmus D. Guest Editorial for Special Issue on the 2005 IEEE Workshop on Machine Learning for Signal Processing The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 48: 1-3. DOI: 10.1007/s11265-006-0038-1  0.11
2015 Bolón-Canedo V, Ataer-Cansizoglu E, Erdogmus D, Kalpathy-Cramer J, Fontenla-Romero O, Alonso-Betanzos A, Chiang MF. Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach Computer Methods and Programs in Biomedicine. 122: 1-15. DOI: 10.1016/j.cmpb.2015.06.004  0.109
2015 Bolon-Canedo V, Ataer-Cansizoglu E, Erdogmus D, Kalpathy-Cramer J, Chiang MF. A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity Proceedings - International Symposium On Biomedical Imaging. 2015: 1498-1501. DOI: 10.1109/ISBI.2015.7164161  0.106
2024 Akbar MN, Yarossi M, Rampersad S, Lockwood K, Masoomi A, Tunik E, Brooks D, Erdogmus D. M2M-InvNet: Human Motor Cortex Mapping from Multi-Muscle Response Using TMS and Generative 3D Convolutional Network. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 38498738 DOI: 10.1109/TNSRE.2024.3378102  0.097
2022 Yarossi M, Brooks DH, Erdoğmuş D, Tunik E. Similarity of Hand Muscle Synergies Elicited by Transcranial Magnetic Stimulation and Those Found During Voluntary Movement. Journal of Neurophysiology. PMID 36001748 DOI: 10.1152/jn.00537.2020  0.09
2021 Liang D, Yarossi M, Jacobs-Skolik SL, Furmanek MP, Brooks D, Erdogmus D, Tunik E. Synergistic Activation Patterns of Hand Muscles in Left-and Right-Hand Dominant Individuals. Journal of Human Kinetics. 76: 89-100. PMID 33603927 DOI: 10.2478/hukin-2021-0002  0.08
2020 Jacobs-Skolik SL, Liang D, Brooks DH, Erdogmus D, Yarossi M, Tunik E. A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3285-3288. PMID 33018706 DOI: 10.1109/EMBC44109.2020.9175939  0.067
2013 Ghadar N, Zhang X, Li K, Erdogmus D, Thibault G, Bayestehtashk A, Coleman ISK, Grant KA. Visual hull reconstruction for automated primate behavior observation Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2013.6661922  0.064
2008 Lightner M, Erdogmus D. Signal processing challenges in cognitive assistive technology [Exploratory DSP] Ieee Signal Processing Magazine. 25: 103-108. DOI: 10.1109/MSP.2008.928315  0.057
2023 Lin WC, Jordan BK, Scottoline B, Ostmo SR, Coyner AS, Singh P, Kalpathy-Cramer J, Erdogmus D, Chan RVP, Chiang MF, Campbell JP. Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach. Ophthalmology Science. 4: 100417. PMID 38059124 DOI: 10.1016/j.xops.2023.100417  0.057
2007 Ozertem U, Erdogmus D. Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 49: 291-299. DOI: 10.1007/s11265-007-0079-0  0.054
2021 Chen JS, Anderson JE, Coyner AS, Ostmo S, Sonmez K, Erdogmus D, Jordan BK, McEvoy CT, Dukhovny D, Schelonka RL, Paul Chan RV, Singh P, Kalpathy-Cramer J, Chiang MF, Campbell JP. Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment. Ophthalmology Science. 1: 100070. PMID 36275192 DOI: 10.1016/j.xops.2021.100070  0.044
2021 Coyner AS, Chen JS, Singh P, Schelonka RL, Jordan BK, McEvoy CT, Anderson JE, Chan RVP, Sonmez K, Erdogmus D, Chiang MF, Kalpathy-Cramer J, Campbell JP. Single-Examination Risk Prediction of Severe Retinopathy of Prematurity. Pediatrics. PMID 34814160 DOI: 10.1542/peds.2021-051772  0.035
2023 Imbiriba T, Demirkaya A, Singh A, Erdogmus D, Goodwin MS. Wearable Biosensing to Predict Imminent Aggressive Behavior in Psychiatric Inpatient Youths With Autism. Jama Network Open. 6: e2348898. PMID 38127348 DOI: 10.1001/jamanetworkopen.2023.48898  0.026
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