Deniz Erdogmus - Publications

Affiliations: 
Electrical and Computer Engineering Northeastern University, Boston, MA, United States 
Area:
Electronics and Electrical Engineering, Applied Mathematics, Statistics

191 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
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  0.64
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  0.6
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  0.32
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  0.6
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  1
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  0.84
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  0.64
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  0.6
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  0.6
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  0.88
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  0.88
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  0.72
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  0.68
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  1
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  0.88
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  0.88
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  0.88
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  0.44
2019 Coyner AS, Swan R, Campbell JP, Ostmo S, Brown JM, Kalpathy-Cramer J, Kim SJ, Jonas KE, Chan RVP, Chiang MF. Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. Ophthalmology. Retina. 3: 444-450. PMID 31044738 DOI: 10.1016/J.Oret.2019.01.015  0.48
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  0.52
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  0.84
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  0.92
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  0.92
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  1
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  1
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  1
2018 Patel SN, Singh R, Jonas KE, Ostmo S, Gupta MP, Campbell JP, Chiang MF, Chan RVP. Telemedical Diagnosis of Stage 4 and Stage 5 Retinopathy of Prematurity. Ophthalmology. Retina. 2: 59-64. PMID 31047304 DOI: 10.1016/J.Oret.2017.04.001  0.48
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  1
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  0.88
2018 Ozdenizci O, Gunay SY, Quivira F, Erdogmug D. Hierarchical Graphical Models for Context-Aware Hybrid Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1964-1967. PMID 30440783 DOI: 10.1109/EMBC.2018.8512677  0.64
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  0.84
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  0.68
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  1
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  1
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  1
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  0.88
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  1
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  1
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  1
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  1
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  1
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  0.84
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  0.84
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  0.84
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  1
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  1
2017 Patel SN, Martinez-Castellanos MA, Berrones-Medina D, Swan R, Ryan MC, Jonas KE, Ostmo S, Campbell JP, Chiang MF, Chan RV. Assessment of a Tele-education System to Enhance Retinopathy of Prematurity Training by International Ophthalmologists-in-Training in Mexico. Ophthalmology. PMID 28385303 DOI: 10.1016/J.Ophtha.2017.02.014  0.32
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  1
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  1
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  0.88
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  0.88
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  0.88
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  0.88
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  1
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  1
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  1
2016 Sourati J, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Classification active learning based on mutual information Entropy. 18. DOI: 10.3390/E18020051  1
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  1
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  1
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  1
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  1
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  0.88
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  0.88
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  0.72
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  1
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  1
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  0.84
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  0.72
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  1
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  0.84
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  0.88
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2005 Erdogmus D, Principe JC. Information theoretic signal processing Signal Processing. 85: 873-874. DOI: 10.1016/J.Sigpro.2004.11.024  1
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  1
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  0.72
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  1
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  1
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  1
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  0.76
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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