| Year |
Citation |
Score |
| 2023 |
Khalilullah KMI, Agcaoglu O, Sui J, Adali T, Duda M, Calhoun VD. Multimodal fusion of multiple rest fMRI networks and MRI gray matter via parallel multilink joint ICA reveals highly significant function/structure coupling in Alzheimer's disease. Human Brain Mapping. 44: 5167-5179. PMID 37605825 DOI: 10.1002/hbm.26456 |
0.316 |
|
| 2023 |
Sun M, Gabrielson B, Akhonda MABS, Yang H, Laport F, Calhoun V, Adali T. A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis. Sensors (Basel, Switzerland). 23. PMID 37300060 DOI: 10.3390/s23115333 |
0.34 |
|
| 2023 |
Yang H, Vu T, Long Q, Calhoun V, Adali T. Identification of Homogeneous Subgroups from Resting-State fMRI Data. Sensors (Basel, Switzerland). 23. PMID 36991975 DOI: 10.3390/s23063264 |
0.316 |
|
| 2022 |
Belyaeva I, Gabrielson B, Wang YP, W Wilson T, D Calhoun V, M Stephen J, Adali T. Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics. PMID 36001238 DOI: 10.1007/s12021-022-09599-y |
0.317 |
|
| 2022 |
Acar E, Roald M, Hossain KM, Calhoun VD, Adali T. Tracing Evolving Networks Using Tensor Factorizations vs. ICA-Based Approaches. Frontiers in Neuroscience. 16: 861402. PMID 35546891 DOI: 10.3389/fnins.2022.861402 |
0.339 |
|
| 2022 |
Akhonda MABS, Levin-Schwartz Y, Calhoun VD, Adali T. Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data. Sensors (Basel, Switzerland). 22. PMID 35161969 DOI: 10.3390/s22031224 |
0.325 |
|
| 2021 |
Belyaeva I, Bhinge S, Long Q, Adali T. Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion. Ieee Access : Practical Innovations, Open Solutions. 9: 145334-145362. PMID 34824964 DOI: 10.1109/access.2021.3121417 |
0.336 |
|
| 2021 |
Akhonda MABS, Gabrielson B, Bhinge S, Calhoun VD, Adali T. Disjoint subspaces for common and distinct component analysis: Application to the fusion of multi-task FMRI data. Journal of Neuroscience Methods. 358: 109214. PMID 33957159 DOI: 10.1016/j.jneumeth.2021.109214 |
0.331 |
|
| 2020 |
Bhinge S, Long Q, Calhoun VD, Adalı T. Adaptive constrained independent vector analysis: An effective solution for analysis of large-scale medical imaging data. Ieee Journal of Selected Topics in Signal Processing. 14: 1255-1264. PMID 33343785 DOI: 10.1109/Jstsp.2020.3003891 |
0.448 |
|
| 2020 |
Silva RF, Plis SM, Adali T, Pattichis MS, Calhoun VD. Multidataset Independent Subspace Analysis with Application to Multimodal Fusion. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33031036 DOI: 10.1109/TIP.2020.3028452 |
0.341 |
|
| 2020 |
Luo Z, Long Q, Bhinge S, Akhonda MABS, Adali T. Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1683-1686. PMID 33018320 DOI: 10.1109/EMBC44109.2020.9175837 |
0.359 |
|
| 2020 |
Long Q, Bhinge S, Calhoun VD, Adalı T. Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. Neuroimage. 116872. PMID 32353485 DOI: 10.1016/J.Neuroimage.2020.116872 |
0.481 |
|
| 2020 |
Jin R, Dontaraju K, Kim S, Akhonda S, Adali T. Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps Ieee Journal of Selected Topics in Signal Processing. 1-1. DOI: 10.13016/M2V4W5-Istc |
0.362 |
|
| 2020 |
Gabrielson B, Akhonda M, Bhinge S, Brooks J, Long Q, Adali T. Joint-IVA for identification of discriminating features in EEG: Application to a driving study Biomedical Signal Processing and Control. 61: 101948. DOI: 10.1016/J.Bspc.2020.101948 |
0.427 |
|
| 2020 |
Mowakeaa R, Boukouvalas Z, Long Q, Adali T. IVA using complex multivariate GGD: application to fMRI analysis Multidimensional Systems and Signal Processing. 31: 725-744. DOI: 10.1007/S11045-019-00685-0 |
0.47 |
|
| 2019 |
Adali T, Akhonda MABS, Calhoun VD. ICA and IVA for Data Fusion: An Overview and a New Approach Based on Disjoint Subspaces. Ieee Sensors Letters. 3. PMID 31692997 DOI: 10.1109/LSENS.2018.2884775 |
0.376 |
|
| 2019 |
Bhinge S, Long Q, Calhoun VD, Adali T. Spatial Dynamic Functional Connectivity Analysis Identifies Distinctive Biomarkers in Schizophrenia. Frontiers in Neuroscience. 13: 1006. PMID 31607848 DOI: 10.3389/Fnins.2019.01006 |
0.382 |
|
| 2019 |
Song X, Bhinge S, Quiton RL, Adalı T. An ICA based Approach for Steady-State and Transient Analysis of Task fMRI Data: Application to Study of Thermal Pain Response. Journal of Neuroscience Methods. PMID 31310824 DOI: 10.1016/J.Jneumeth.2019.108356 |
0.411 |
|
| 2019 |
von Lühmann A, Boukouvalas Z, Müller KR, Adalı T. A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy. Neuroimage. PMID 31203024 DOI: 10.1016/J.Neuroimage.2019.06.021 |
0.455 |
|
| 2019 |
Acar E, Schenker C, Levin-Schwartz Y, Calhoun VD, Adali T. Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data. Frontiers in Neuroscience. 13: 416. PMID 31130835 DOI: 10.3389/Fnins.2019.00416 |
0.453 |
|
| 2019 |
Qi S, Sui J, Chen J, Liu J, Jiang R, Silva R, Iraji A, Damaraju E, Salman M, Lin D, Fu Z, Zhi D, Turner JA, Bustillo J, Ford JM, ... ... Adali T, et al. Parallel group ICA+ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia. Human Brain Mapping. PMID 31099151 DOI: 10.1002/Hbm.24632 |
0.454 |
|
| 2019 |
Bhinge S, Mowakeaa R, Calhoun VD, Adali T. Extraction of time-varying spatio-temporal networks using parameter-tuned constrained IVA. Ieee Transactions On Medical Imaging. PMID 30676948 DOI: 10.1109/Tmi.2019.2893651 |
0.41 |
|
| 2019 |
Du W, Phlypo R, Adalı T. Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification Journal of Signal Processing Systems. 91: 521-537. DOI: 10.1007/S11265-018-1355-X |
0.466 |
|
| 2018 |
Levin-Schwartz Y, Calhoun VD, Adalı T. A method to compare the discriminatory power of data-driven methods: Application to ICA and IVA. Journal of Neuroscience Methods. 311: 267-276. PMID 30389489 DOI: 10.1016/J.Jneumeth.2018.10.008 |
0.418 |
|
| 2018 |
Long Q, Bhinge S, Levin-Schwartz Y, Boukouvalas Z, Calhoun VD, Adalı T. The role of diversity in data-driven analysis of multi-subject fMRI data: Comparison of approaches based on independence and sparsity using global performance metrics. Human Brain Mapping. PMID 30240499 DOI: 10.1002/Hbm.24389 |
0.502 |
|
| 2018 |
Miller RL, Abrol A, Adali T, Levin-Schwarz Y, Calhoun VD. Resting-State fMRI Dynamics and Null Models: Perspectives, Sampling Variability, and Simulations. Frontiers in Neuroscience. 12: 551. PMID 30237758 DOI: 10.3389/Fnins.2018.00551 |
0.368 |
|
| 2018 |
Iqbal A, Seghouane K, Adali T. Shared and Subject-Specific Dictionary Learning Algorithm for Multi-Subject fMRI Data Analysis (ShSSDL). Ieee Transactions On Bio-Medical Engineering. PMID 29993508 DOI: 10.1109/Tbme.2018.2806958 |
0.41 |
|
| 2018 |
Vu MT, Adali T, Ba D, Buzsaki G, Carlson D, Heller K, Liston C, Rudin C, Sohal V, Widge AS, Mayberg HS, Sapiro G, Dzirasa K. A Shared Vision for Machine Learning in Neuroscience. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 29374138 DOI: 10.1523/Jneurosci.0508-17.2018 |
0.341 |
|
| 2018 |
Yaesoubi M, Adalı T, Calhoun VD. A window-less approach for capturing time-varying connectivity in fMRI data reveals the presence of states with variable rates of change. Human Brain Mapping. PMID 29315982 DOI: 10.1002/Hbm.23939 |
0.358 |
|
| 2018 |
Emge D, Levin-Schwartz Y, Boukouvalas Z, Adalı T. Power spectra constrained IVA for SSVEP detection Biomedical Physics & Engineering Express. 5: 015008. DOI: 10.1088/2057-1976/Aaea5C |
0.399 |
|
| 2018 |
Boukouvalas Z, Levin-Schwartz Y, Calhoun VD, Adalı T. Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis Journal of the Franklin Institute. 355: 1873-1887. DOI: 10.1016/J.Jfranklin.2017.07.003 |
0.463 |
|
| 2017 |
Du Y, Lin D, Yu Q, Sui J, Chen J, Rachakonda S, Adali T, Calhoun VD. Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data. Frontiers in Neuroscience. 11: 267. PMID 28579940 DOI: 10.3389/Fnins.2017.00267 |
0.436 |
|
| 2017 |
Levin-Schwartz Y, Calhoun VD, Adali T. Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia. Ieee Transactions On Medical Imaging. PMID 28287964 DOI: 10.1109/Tmi.2017.2678483 |
0.44 |
|
| 2016 |
Silva RF, Plis SM, Sui J, Pattichis MS, Adalı T, Calhoun VD. Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling. Ieee Journal of Selected Topics in Signal Processing. 10: 1134-1149. PMID 28461840 DOI: 10.1109/Jstsp.2016.2594945 |
0.378 |
|
| 2016 |
Du W, Levin-Schwartz Y, Fu GS, Ma S, Calhoun VD, Adalı T. The Role of Diversity in Complex ICA Algorithms for fMRI Analysis. Journal of Neuroscience Methods. PMID 26993820 DOI: 10.1016/J.Jneumeth.2016.03.012 |
0.742 |
|
| 2016 |
Miller RL, Yaesoubi M, Turner JA, Mathalon D, Preda A, Pearlson G, Adali T, Calhoun VD. Higher Dimensional Meta-State Analysis Reveals Reduced Resting fMRI Connectivity Dynamism in Schizophrenia Patients. Plos One. 11: e0149849. PMID 26981625 DOI: 10.1371/Journal.Pone.0149849 |
0.372 |
|
| 2016 |
Emge DK, Vialatte FB, Dreyfus G, Adalı T. Independent Vector Analysis for SSVEP Signal Enhancement, Detection, and Topographical Mapping. Brain Topography. PMID 26936596 DOI: 10.1007/S10548-016-0478-2 |
0.394 |
|
| 2016 |
Xia J, Bombrun L, Adali T, Berthoumieu Y, Germain C. Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy Ieee Transactions On Geoscience and Remote Sensing. DOI: 10.1109/Tgrs.2016.2553842 |
0.393 |
|
| 2016 |
Calhoun VD, Adali T. Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states Ieee Signal Processing Magazine. 33: 52-66. DOI: 10.1109/Msp.2015.2478915 |
0.388 |
|
| 2015 |
Adali T, Levin-Schwartz Y, Calhoun VD. Multi-modal data fusion using source separation: Two effective models based on ICA and IVA and their properties. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 103: 1478-93. PMID 26525830 DOI: 10.1109/JPROC.2015.2461624 |
0.343 |
|
| 2015 |
Laney J, Adalı T, McCombe Waller S, Westlake KP. Quantifying motor recovery after stroke using independent vector analysis and graph-theoretical analysis. Neuroimage. Clinical. 8: 298-304. PMID 26106554 DOI: 10.1016/J.Nicl.2015.04.014 |
0.394 |
|
| 2015 |
Gopal S, Miller RL, Michael A, Adali T, Cetin M, Rachakonda S, Bustillo JR, Cahill N, Baum SA, Calhoun VD. Spatial Variance in Resting fMRI Networks of Schizophrenia Patients: An Independent Vector Analysis. Schizophrenia Bulletin. PMID 26106217 DOI: 10.1093/Schbul/Sbv085 |
0.352 |
|
| 2015 |
Calhoun VD, Silva RF, Adalı T, Rachakonda S. Comparison of PCA approaches for very large group ICA. Neuroimage. 118: 662-6. PMID 26021216 DOI: 10.1016/J.Neuroimage.2015.05.047 |
0.383 |
|
| 2015 |
Acharjee PP, Phlypo R, Wu L, Calhoun VD, Adali T. Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data. Ieee Transactions On Bio-Medical Engineering. 62: 1750-8. PMID 25700437 DOI: 10.1109/Tbme.2015.2403298 |
0.44 |
|
| 2015 |
Rodriguez PA, Anderson M, Calhoun VD, Adali T. General nonunitary constrained ICA and its application to complex-valued fMRI data. Ieee Transactions On Bio-Medical Engineering. 62: 922-9. PMID 25420255 DOI: 10.1109/Tbme.2014.2371791 |
0.691 |
|
| 2015 |
Boukouvalas Z, Said S, Bombrun L, Berthoumieu Y, Adali T. A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation Ieee Signal Processing Letters. 22: 2314-2318. DOI: 10.1109/Lsp.2015.2478803 |
0.317 |
|
| 2014 |
Arbabshirani MR, Damaraju E, Phlypo R, Plis S, Allen E, Ma S, Mathalon D, Preda A, Vaidya JG, Adali T, Calhoun VD. Impact of autocorrelation on functional connectivity. Neuroimage. 102: 294-308. PMID 25072392 DOI: 10.1016/J.Neuroimage.2014.07.045 |
0.571 |
|
| 2014 |
Silva RF, Plis SM, Adalı T, Calhoun VD. A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging. Neuroimage. 102: 92-117. PMID 24747087 DOI: 10.1016/J.Neuroimage.2014.04.035 |
0.407 |
|
| 2014 |
Hjelm RD, Calhoun VD, Salakhutdinov R, Allen EA, Adali T, Plis SM. Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks. Neuroimage. 96: 245-60. PMID 24680869 DOI: 10.1016/J.Neuroimage.2014.03.048 |
0.427 |
|
| 2014 |
Ma S, Calhoun VD, Phlypo R, Adalı T. Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis. Neuroimage. 90: 196-206. PMID 24418507 DOI: 10.1016/J.Neuroimage.2013.12.063 |
0.574 |
|
| 2014 |
Emge DK, Adalı T. Multiset singular value decomposition for joint analysis of multi-modal data: application to fingerprint analysis Proceedings of Spie. 9092: 909207. DOI: 10.1117/12.2053374 |
0.408 |
|
| 2014 |
Fu G, Phlypo R, Anderson M, Li X, Adali T. Blind Source Separation by Entropy Rate Minimization Ieee Transactions On Signal Processing. 62: 4245-4255. DOI: 10.1109/Tsp.2014.2333563 |
0.633 |
|
| 2014 |
Anderson M, Fu G, Phlypo R, Adali T. Independent Vector Analysis: Identification Conditions and Performance Bounds Ieee Transactions On Signal Processing. 62: 4399-4410. DOI: 10.1109/Tsp.2014.2333554 |
0.609 |
|
| 2014 |
Fu G, Anderson M, Adali T. Likelihood Estimators for Dependent Samples and Their Application to Order Detection Ieee Transactions On Signal Processing. 62: 4237-4244. DOI: 10.1109/Tsp.2014.2333551 |
0.582 |
|
| 2014 |
Rodriguez PA, Anderson M, Li XL, Adali T. General non-orthogonal constrained ICA Ieee Transactions On Signal Processing. 62: 2778-2786. DOI: 10.1109/Tsp.2014.2318136 |
0.651 |
|
| 2014 |
Arablouei R, Dogancay K, Adali T. Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations Ieee Transactions On Signal Processing. 62: 2973-2983. DOI: 10.1109/Tsp.2014.2316162 |
0.359 |
|
| 2014 |
Adali T, Anderson M, Fu G. Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging Ieee Signal Processing Magazine. 31: 18-33. DOI: 10.1109/Msp.2014.2300511 |
0.659 |
|
| 2014 |
Adali T, Schreier PJ. Optimization and estimation of complex-valued signals: Theory and applications in filtering and blind source separation Ieee Signal Processing Magazine. 31: 112-128. DOI: 10.1109/Msp.2013.2287951 |
0.363 |
|
| 2013 |
Sui J, He H, Pearlson GD, Adali T, Kiehl KA, Yu Q, Clark VP, Castro E, White T, Mueller BA, Ho BC, Andreasen NC, Calhoun VD. Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia. Neuroimage. 66: 119-32. PMID 23108278 DOI: 10.1016/J.Neuroimage.2012.10.051 |
0.379 |
|
| 2013 |
Li X, Adali T. Noncircular Complex ICA by Generalized Householder Reflections Ieee Transactions On Signal Processing. 61: 6423-6430. DOI: 10.1109/Tsp.2013.2286113 |
0.401 |
|
| 2013 |
Adali T, Wang ZJ, Calhoun VD, Eichele T, McKeown MJ, Van De Ville D. Guest editorial for special section on multimodal biomedical imaging: Algorithms and applications Ieee Transactions On Multimedia. 15: 973-974. DOI: 10.1109/Tmm.2013.2267255 |
0.312 |
|
| 2013 |
Zhao Q, Zhou G, Adali T, Zhang L, Cichocki A. Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data Ieee Signal Processing Magazine. 30: 137-148. DOI: 10.1109/Msp.2013.2255334 |
0.426 |
|
| 2012 |
Li YO, Adalı T, Calhoun VD. Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. Journal of Signal Processing Systems. 68: 31-48. PMID 23750290 DOI: 10.1007/s11265-010-0572-8 |
0.304 |
|
| 2012 |
Xiong W, Li YO, Correa N, Adalı T, Calhoun VD. Order Selection of the Linear Mixing Model for Complex-valued FMRI Data. Journal of Signal Processing Systems. 67: 117-128. PMID 23750289 DOI: 10.1007/s11265-010-0509-2 |
0.67 |
|
| 2012 |
Sui J, He H, Liu J, Yu Q, Adali T, Pearlson GD, Calhoun VD. Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2692-5. PMID 23366480 DOI: 10.1109/EMBC.2012.6346519 |
0.312 |
|
| 2012 |
Calhoun VD, Adalı T. Multisubject independent component analysis of fMRI: a decade of intrinsic networks, default mode, and neurodiagnostic discovery. Ieee Reviews in Biomedical Engineering. 5: 60-73. PMID 23231989 DOI: 10.1109/Rbme.2012.2211076 |
0.336 |
|
| 2012 |
Du W, Calhoun VD, Li H, Ma S, Eichele T, Kiehl KA, Pearlson GD, Adali T. High classification accuracy for schizophrenia with rest and task FMRI data. Frontiers in Human Neuroscience. 6: 145. PMID 22675292 DOI: 10.3389/Fnhum.2012.00145 |
0.701 |
|
| 2012 |
Ma S, Calhoun VD, Eichele T, Du W, Adalı T. Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. Neuroimage. 62: 1694-704. PMID 22634855 DOI: 10.1016/J.Neuroimage.2012.05.048 |
0.611 |
|
| 2012 |
Luo L, Xu L, Jung R, Pearlson G, Adali T, Calhoun VD. Constrained source-based morphometry identifies structural networks associated with default mode network. Brain Connectivity. 2: 33-43. PMID 22468608 DOI: 10.1089/Brain.2011.0026 |
0.348 |
|
| 2012 |
Rodriguez PA, Calhoun VD, Adalı T. Phase Ambiguity Correction and Visualization Techniques for Complex-Valued ICA of Group fMRI Data. Pattern Recognition. 45: 2050-2063. PMID 22347729 DOI: 10.1016/J.Patcog.2011.04.033 |
0.69 |
|
| 2012 |
Sui J, Adali T, Yu Q, Chen J, Calhoun VD. A review of multivariate methods for multimodal fusion of brain imaging data. Journal of Neuroscience Methods. 204: 68-81. PMID 22108139 DOI: 10.1016/J.Jneumeth.2011.10.031 |
0.427 |
|
| 2012 |
Xu L, Adali T, Schretlen D, Pearlson G, Calhoun VD. Structural angle and power images reveal interrelated gray and white matter abnormalities in schizophrenia. Neurology Research International. 2012: 735249. PMID 22013523 DOI: 10.1155/2012/735249 |
0.343 |
|
| 2012 |
Calhoun V, Adali T. Analysis of complex-valued functional magnetic resonance imaging data: are we just going through a “phase”? Bulletin of the Polish Academy of Sciences: Technical Sciences. 60: 371-418. DOI: 10.2478/V10175-012-0050-5 |
0.457 |
|
| 2012 |
Li X, Adali T. Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy Ieee Transactions On Signal Processing. 60: 5672-5684. DOI: 10.1109/Tsp.2012.2210889 |
0.342 |
|
| 2012 |
Li H, Li X, Anderson M, Adali T. A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering Ieee Transactions On Signal Processing. 60: 2049-2055. DOI: 10.1109/Tsp.2011.2182345 |
0.535 |
|
| 2012 |
Anderson M, Adali T, Li X. Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis Ieee Transactions On Signal Processing. 60: 1672-1683. DOI: 10.1109/Tsp.2011.2181836 |
0.372 |
|
| 2012 |
Anderson M, Li X, Adalı T. Complex-valued independent vector analysis: Application to multivariate Gaussian model Signal Processing. 92: 1821-1831. DOI: 10.1016/J.Sigpro.2011.09.034 |
0.422 |
|
| 2012 |
Mboup M, Adalı T. A generalization of the Fourier transform and its application to spectral analysis of chirp-like signals Applied and Computational Harmonic Analysis. 32: 305-312. DOI: 10.1016/J.Acha.2011.11.002 |
0.323 |
|
| 2011 |
Ma S, Correa NM, Li XL, Eichele T, Calhoun VD, Adalı T. Automatic identification of functional clusters in FMRI data using spatial dependence. Ieee Transactions On Bio-Medical Engineering. 58: 3406-17. PMID 21900068 DOI: 10.1109/Tbme.2011.2167149 |
0.727 |
|
| 2011 |
Li H, Correa NM, Rodriguez PA, Calhoun VD, Adali T. Application of independent component analysis with adaptive density model to complex-valued fMRI data. Ieee Transactions On Bio-Medical Engineering. 58: 2794-803. PMID 21690000 DOI: 10.1109/Tbme.2011.2159841 |
0.803 |
|
| 2011 |
Sui J, Pearlson G, Caprihan A, Adali T, Kiehl KA, Liu J, Yamamoto J, Calhoun VD. Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. Neuroimage. 57: 839-55. PMID 21640835 DOI: 10.1016/J.Neuroimage.2011.05.055 |
0.372 |
|
| 2011 |
Erhardt EB, Rachakonda S, Bedrick EJ, Allen EA, Adali T, Calhoun VD. Comparison of multi-subject ICA methods for analysis of fMRI data. Human Brain Mapping. 32: 2075-95. PMID 21162045 DOI: 10.1002/Hbm.21170 |
0.438 |
|
| 2011 |
Khullar S, Michael A, Correa N, Adali T, Baum SA, Calhoun VD. Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. Neuroimage. 54: 2867-84. PMID 21034833 DOI: 10.1016/J.Neuroimage.2010.10.063 |
0.688 |
|
| 2011 |
Khullar S, Michael AM, Correa N, Adali T, Baum SA, Calhoun VD. Improved 3D wavelet-based de-noising of fMRI data Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.878276 |
0.679 |
|
| 2011 |
Khullar S, Michael AM, Correa N, Adali T, Cahill N, Baum SA, Calhoun VD. A new metric to measure shape differences in fMRI activity Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.878219 |
0.649 |
|
| 2011 |
Adali T, Schreier PJ, Scharf LL. Complex-valued signal processing: The proper way to deal with impropriety Ieee Transactions On Signal Processing. 59: 5101-5125. DOI: 10.1109/Tsp.2011.2162954 |
0.378 |
|
| 2011 |
Novey M, Ollila E, Adali T. On Testing the Extent of Noncircularity Ieee Transactions On Signal Processing. 59: 5632-5637. DOI: 10.1109/Tsp.2011.2162951 |
0.348 |
|
| 2011 |
Li X, Adali T, Anderson M. Noncircular Principal Component Analysis and Its Application to Model Selection Ieee Transactions On Signal Processing. 59: 4516-4528. DOI: 10.1109/Tsp.2011.2160631 |
0.413 |
|
| 2011 |
Li X, Adali T. Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate Ieee Transactions On Signal Processing. 59: 2969-2975. DOI: 10.1109/Tsp.2011.2114653 |
0.396 |
|
| 2011 |
Li X, Adalı T, Anderson M. Joint blind source separation by generalized joint diagonalization of cumulant matrices Signal Processing. 91: 2314-2322. DOI: 10.1016/J.Sigpro.2011.04.016 |
0.389 |
|
| 2010 |
Arribas JI, Calhoun VD, Adali T. Automatic Bayesian classification of healthy controls, bipolar disorder, and schizophrenia using intrinsic connectivity maps from FMRI data. Ieee Transactions On Bio-Medical Engineering. 57: 2850-60. PMID 20876002 DOI: 10.1109/Tbme.2010.2080679 |
0.422 |
|
| 2010 |
Correa NM, Adali T, Li YO, Calhoun VD. Canonical Correlation Analysis for Data Fusion and Group Inferences: Examining applications of medical imaging data. Ieee Signal Processing Magazine. 27: 39-50. PMID 20706554 DOI: 10.1109/Msp.2010.936725 |
0.683 |
|
| 2010 |
Xiong W, Adalı T, Li YO, Li H, Calhoun VD. On entropy rate for the complex domain. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 58: 2409-2414. PMID 20634923 DOI: 10.1109/Tsp.2010.2040411 |
0.615 |
|
| 2010 |
Sui J, Adali T, Pearlson G, Yang H, Sponheim SR, White T, Calhoun VD. A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. Neuroimage. 51: 123-34. PMID 20114081 DOI: 10.1016/J.Neuroimage.2010.01.069 |
0.441 |
|
| 2010 |
Correa NM, Eichele T, Adali T, Li YO, Calhoun VD. Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. Neuroimage. 50: 1438-45. PMID 20100584 DOI: 10.1016/J.Neuroimage.2010.01.062 |
0.697 |
|
| 2010 |
Arja SK, Feng Z, Chen Z, Caprihan A, Kiehl KA, Adali T, Calhoun VD. Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks. Neuroimage. 49: 3149-60. PMID 19900561 DOI: 10.1016/J.Neuroimage.2009.10.087 |
0.369 |
|
| 2010 |
Sui J, Adali T, Li YO, Yang H, Calhoun VD. A review of multivariate methods in brain imaging data fusion Proceedings of Spie. 7626. DOI: 10.1117/12.843922 |
0.456 |
|
| 2010 |
Li H, Adali T. Algorithms for Complex ML ICA and Their Stability Analysis Using Wirtinger Calculus Ieee Transactions On Signal Processing. 58: 6156-6167. DOI: 10.1109/Tsp.2010.2077630 |
0.604 |
|
| 2010 |
Li X, Adali T. Independent Component Analysis by Entropy Bound Minimization Ieee Transactions On Signal Processing. 58: 5151-5164. DOI: 10.1109/Tsp.2010.2055859 |
0.415 |
|
| 2010 |
Novey M, Adali T, Roy A. A Complex Generalized Gaussian Distribution— Characterization, Generation, and Estimation Ieee Transactions On Signal Processing. 58: 1427-1433. DOI: 10.1109/Tsp.2009.2036049 |
0.372 |
|
| 2010 |
Li X, Adali T. Complex Independent Component Analysis by Entropy Bound Minimization Ieee Transactions On Circuits and Systems. 57: 1417-1430. DOI: 10.1109/Tcsi.2010.2046207 |
0.392 |
|
| 2009 |
Rodriguez PA, Correa NM, Eichele T, Calhoun VD, Adali T. Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI. Journal of Signal Processing Systems. 2009: 1-6. PMID 21949563 DOI: 10.1007/s11265-010-0536-z |
0.764 |
|
| 2009 |
Li YO, Adalı T, Wang W, Calhoun VD. Joint Blind Source Separation by Multi-set Canonical Correlation Analysis. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 57: 3918-3929. PMID 20221319 DOI: 10.1109/Tsp.2009.2021636 |
0.392 |
|
| 2009 |
Sui J, Adali T, Pearlson GD, Calhoun VD. An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. Neuroimage. 46: 73-86. PMID 19457398 DOI: 10.1016/J.Neuroimage.2009.01.026 |
0.401 |
|
| 2009 |
Calhoun VD, Adali T. Feature-based fusion of medical imaging data. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 711-20. PMID 19273016 DOI: 10.1109/TITB.2008.923773 |
0.332 |
|
| 2009 |
Sui J, Adali T, Pearlson GD, Clark VP, Calhoun VD. A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework. Human Brain Mapping. 30: 2953-70. PMID 19172631 DOI: 10.1002/Hbm.20721 |
0.473 |
|
| 2009 |
Calhoun VD, Liu J, Adali T. A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. Neuroimage. 45: S163-72. PMID 19059344 DOI: 10.1016/J.Neuroimage.2008.10.057 |
0.443 |
|
| 2009 |
Wang W, Adali T, Emge D. Subspace Partitioning for Target Detection and Identification Ieee Transactions On Signal Processing. 57: 1250-1259. DOI: 10.1109/Tsp.2009.2012559 |
0.348 |
|
| 2009 |
Novey M, Adali T, Roy A. Circularity and Gaussianity Detection Using the Complex Generalized Gaussian Distribution Ieee Signal Processing Letters. 16: 993-996. DOI: 10.1109/Lsp.2009.2028412 |
0.396 |
|
| 2009 |
Sui J, Adali T, Pearlson G, Calhoun V. Identification of Optimal FMRI Components Using Combined Group-Discriminative Techniques Neuroimage. 47: S135. DOI: 10.1016/S1053-8119(09)71326-6 |
0.315 |
|
| 2009 |
Sui J, Li Y, Adali T, Calhoun V. A New Joint Blind Source Separation Model for Two Datasets and Its Application to Second-level FMRI Group Analysis Neuroimage. 47: S124. DOI: 10.1016/S1053-8119(09)71186-3 |
0.36 |
|
| 2009 |
Li Y, Adali T, Calhoun V. A group study of simulated driving fMRI data by multi-set canonical correlation analysis Neuroimage. 47: S124. DOI: 10.1016/S1053-8119(09)71183-8 |
0.362 |
|
| 2009 |
Correa N, Li Y, Adalı T, Calhoun V. Investigating associations across fMRI, sMRI, and EEG data for the auditory oddball task using canonical correlation analysis Neuroimage. 47: S101. DOI: 10.1016/S1053-8119(09)70867-5 |
0.636 |
|
| 2009 |
Sui J, Adali T, Pearlson G, Calhoun V. An Automatic Artifact Removal Method for Independent Components Derived from Second-level FMRI Analysis Neuroimage. 47: S81. DOI: 10.1016/S1053-8119(09)70576-2 |
0.376 |
|
| 2009 |
Adali T, Jutten C, Romano JMT, Barros AK. Independent Component Analysis and Signal Separation Lecture Notes in Computer Science. 5441. DOI: 10.1007/978-3-642-00599-2 |
0.33 |
|
| 2008 |
Adali T, Wang ZJ, McKeown MJ, Ciuciu P, Hansen LK, Cichocki A, Calhoun VD. Introduction to the Issue on fMRI Analysis for Human Brain Mapping. Ieee Journal of Selected Topics in Signal Processing. 2: 813. PMID 20119499 DOI: 10.1109/Jstsp.2008.2009263 |
0.368 |
|
| 2008 |
Correa NM, Li YO, Adalı T, Calhoun VD. Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia. Ieee Journal of Selected Topics in Signal Processing. 2: 998-1007. PMID 19834573 DOI: 10.1109/Jstsp.2008.2008265 |
0.689 |
|
| 2008 |
Safavi H, Correa N, Xiong W, Roy A, Adali T, Korostyshevskiy VR, Whisnant CC, Seillier-Moiseiwitsch F. Independent component analysis of 2-D electrophoresis gels. Electrophoresis. 29: 4017-26. PMID 18958894 DOI: 10.1002/Elps.200800028 |
0.677 |
|
| 2008 |
Novey M, Adali T. Complex ICA by Negentropy Maximization Ieee Transactions On Neural Networks. 19: 596-609. PMID 18390307 DOI: 10.1109/Tnn.2007.911747 |
0.44 |
|
| 2008 |
Li H, Adali T. A class of complex ICA algorithms based on the kurtosis cost function. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 19: 408-20. PMID 18334361 DOI: 10.1109/Tnn.2007.908636 |
0.592 |
|
| 2008 |
Li H, Adalı T. Complex-Valued Adaptive Signal Processing Using Nonlinear Functions Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/765615 |
0.566 |
|
| 2008 |
Adali T, Li H, Novey M, Cardoso J-. Complex ICA Using Nonlinear Functions Ieee Transactions On Signal Processing. 56: 4536-4544. DOI: 10.1109/Tsp.2008.926104 |
0.603 |
|
| 2008 |
Novey M, Adali T. On Extending the Complex FastICA Algorithm to Noncircular Sources Ieee Transactions On Signal Processing. 56: 2148-2154. DOI: 10.1109/Tsp.2007.911278 |
0.447 |
|
| 2007 |
Li YO, Adali T, Calhoun VD. A feature-selective independent component analysis method for functional MRI. International Journal of Biomedical Imaging. 2007: 15635. PMID 18288254 DOI: 10.1155/2007/15635 |
0.415 |
|
| 2007 |
Correa N, Adali T, Calhoun VD. Performance of blind source separation algorithms for fMRI analysis using a group ICA method. Magnetic Resonance Imaging. 25: 684-94. PMID 17540281 DOI: 10.1016/J.Mri.2006.10.017 |
0.689 |
|
| 2007 |
Li YO, Adali T, Calhoun VD. Estimating the number of independent components for functional magnetic resonance imaging data. Human Brain Mapping. 28: 1251-66. PMID 17274023 DOI: 10.1002/Hbm.20359 |
0.477 |
|
| 2007 |
Adali T, Calhoun VD. Complex ICA of Brain Imaging Data [Life Sciences] Ieee Signal Processing Magazine. 24: 136-139. DOI: 10.1109/Sp.2007.904742 |
0.423 |
|
| 2007 |
Wang W, Adalı T. Detection using correlation bound in a linear mixture model Signal Processing. 87: 1118-1127. DOI: 10.1016/J.Sigpro.2006.10.007 |
0.338 |
|
| 2006 |
Calhoun VD, Adali T. Unmixing fMRI with independent component analysis. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 25: 79-90. PMID 16568940 DOI: 10.1109/Memb.2006.1607672 |
0.488 |
|
| 2006 |
Calhoun VD, Adali T, Kiehl KA, Astur R, Pekar JJ, Pearlson GD. A method for multitask fMRI data fusion applied to schizophrenia. Human Brain Mapping. 27: 598-610. PMID 16342150 DOI: 10.1002/Hbm.20204 |
0.397 |
|
| 2006 |
Calhoun VD, Adali T, Pearlson GD, Kiehl KA. Neuronal chronometry of target detection: fusion of hemodynamic and event-related potential data. Neuroimage. 30: 544-53. PMID 16246587 DOI: 10.1016/J.Neuroimage.2005.08.060 |
0.347 |
|
| 2006 |
Calhoun VD, Adali T, Giuliani NR, Pekar JJ, Kiehl KA, Pearlson GD. Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Human Brain Mapping. 27: 47-62. PMID 16108017 DOI: 10.1002/Hbm.20166 |
0.423 |
|
| 2005 |
Calhoun VD, Adali T, Stevens MC, Kiehl KA, Pekar JJ. Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis Neuroimage. 25: 527-538. PMID 15784432 DOI: 10.1016/J.Neuroimage.2004.12.012 |
0.482 |
|
| 2005 |
Wang W, Adali T. Eigenanalysis of autocorrelation matrices in the presence of noncentral and signal-dependent noise Ieee Signal Processing Letters. 12: 85-88. DOI: 10.1109/Lsp.2004.840913 |
0.321 |
|
| 2005 |
Adali T, Ni H. Partial likelihood for online order selection Signal Processing. 85: 917-926. DOI: 10.1016/J.Sigpro.2005.01.001 |
0.588 |
|
| 2004 |
Calhoun VD, Adali T, Pekar JJ. A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks. Magnetic Resonance Imaging. 22: 1181-91. PMID 15607089 DOI: 10.1016/J.Mri.2004.09.004 |
0.398 |
|
| 2004 |
Wang B, Adalı T. A frequency-domain training approach for equalization and noise suppression in discrete multitone systems Signal Processing. 84: 327-339. DOI: 10.1016/J.Sigpro.2003.10.017 |
0.309 |
|
| 2003 |
Calhoun VD, Adali T, Pekar JJ, Pearlson GD. Latency (in)sensitive ICA. Group independent component analysis of fMRI data in the temporal frequency domain. Neuroimage. 20: 1661-9. PMID 14642476 DOI: 10.1016/S1053-8119(03)00411-7 |
0.469 |
|
| 2003 |
Kim T, Adali T. Approximation by fully complex multilayer perceptrons. Neural Computation. 15: 1641-66. PMID 12816570 DOI: 10.1162/089976603321891846 |
0.366 |
|
| 2003 |
Adali T, Ni H. Partial likelihood for signal processing Ieee Transactions On Signal Processing. 51: 204-212. DOI: 10.1109/Tsp.2002.806575 |
0.605 |
|
| 2003 |
Cai Y, Morris JM, Adali T, Menyuk CR. On turbo code decoder performance in optical-fiber communication systems with dominating ASE noise Journal of Lightwave Technology. 21: 727-734. DOI: 10.1109/Jlt.2003.809543 |
0.47 |
|
| 2002 |
Calhoun VD, Pekar JJ, McGinty VB, Adali T, Watson TD, Pearlson GD. Different activation dynamics in multiple neural systems during simulated driving. Human Brain Mapping. 16: 158-67. PMID 12112769 DOI: 10.1002/Hbm.10032 |
0.342 |
|
| 2002 |
Calhoun VD, Adali T, Pearlson GD, van Zijl PC, Pekar JJ. Independent component analysis of fMRI data in the complex domain. Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. 48: 180-92. PMID 12111945 DOI: 10.1002/Mrm.10202 |
0.473 |
|
| 2002 |
Cai Y, Adali T, Menyuk CR, Morris JM. Sliding window criterion codes and concatenation scheme for mitigating timing-jitter-induced errors in WDM fiber transmissions Journal of Lightwave Technology. 20: 201-212. DOI: 10.1109/50.983233 |
0.395 |
|
| 2002 |
Calhoun VD, Adali T, Pearlson GD, Pekar JJ. A method for making group inferences from functional MRI data using independent component analysis Human Brain Mapping. 16: 131-131. DOI: 10.1002/Hbm.10044 |
0.402 |
|
| 2001 |
Calhoun VD, Adali T, McGinty VB, Pekar JJ, Watson TD, Pearlson GD. fMRI activation in a visual-perception task: network of areas detected using the general linear model and independent components analysis. Neuroimage. 14: 1080-8. PMID 11697939 DOI: 10.1006/Nimg.2001.0921 |
0.399 |
|
| 2001 |
Calhoun VD, Adali T, Pearlson GD, Pekar JJ. A method for making group inferences from functional MRI data using independent component analysis. Human Brain Mapping. 14: 140-51. PMID 11559959 DOI: 10.1002/Hbm.1048 |
0.443 |
|
| 2001 |
Calhoun VD, Adali T, Pearlson GD, Pekar JJ. Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms. Human Brain Mapping. 13: 43-53. PMID 11284046 DOI: 10.1002/Hbm.1024 |
0.452 |
|
| 2001 |
Calhoun V, Adali T, Pearlson G, Pekar J. A method for making group inferences using independent component analysis of functional MRI data: Exploring the visual system Neuroimage. 13: 88. DOI: 10.1016/S1053-8119(01)91431-4 |
0.435 |
|
| 2000 |
Calhoun V, Adali T, Kraut M, Pearlson G. A weighted least-squares algorithm for estimation and visualization of relative latencies in event-related functional MRI. Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. 44: 947-54. PMID 11108633 DOI: 10.1002/1522-2594(200012)44:6<947::Aid-Mrm17>3.0.Co;2-5 |
0.378 |
|
| 1999 |
Adali T, Ardalan SH. On steady-state performance of the fixed-point RLS algorithm Computers & Electrical Engineering. 25: 1-16. DOI: 10.1016/S0045-7906(98)00012-3 |
0.359 |
|
| 1998 |
Adali T, Wang B, Pilipetskii AN, Menyuk CR. A filtering approach for reducing timing jitter due to the acoustic effect Journal of Lightwave Technology. 16: 986-989. DOI: 10.1109/50.681454 |
0.306 |
|
| 1998 |
Adali T, Wang YJ, Gupta N. A Blockwise Relaxation Labeling Scheme And Its Application To Edge Detection In Cardiac Mr Image Sequences International Journal of Imaging Systems and Technology. 9: 340-350. DOI: 10.1002/(Sici)1098-1098(1998)9:5<340::Aid-Ima4>3.0.Co;2-A |
0.335 |
|
| 1997 |
Wang Y, Adali T, Lo SB. Automatic threshold selection using histogram quantization. Journal of Biomedical Optics. 2: 211-217. PMID 23014875 DOI: 10.1117/12.268965 |
0.349 |
|
| 1997 |
Adali T, Liu X, Sonmez MK. Conditional distribution learning with neural networks and its application to channel equalization Ieee Transactions On Signal Processing. 45: 1051-1064. DOI: 10.1109/78.564193 |
0.348 |
|
| 1997 |
Adali T, Bakal B, Sönmez MK, Fakory R, Tsaoi CO. Modeling nuclear reactor core dynamics with recurrent neural networks Neurocomputing. 15: 363-381. DOI: 10.1016/S0925-2312(97)00018-0 |
0.322 |
|
| 1997 |
Adali T, Liu X. Canonical piecewise linear network for nonlinear filtering and its application to blind equalization Signal Processing. 61: 145-155. DOI: 10.1016/S0165-1684(97)00099-6 |
0.305 |
|
| 1995 |
Adali T, Ardalan SH. On the effect of input signal correlation on weight misadjustment in the RLS algorithm Ieee Transactions On Signal Processing. 43: 988-991. DOI: 10.1109/78.376851 |
0.326 |
|
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