Tulay Adali - Publications

Affiliations: 
Engineering, Electrical University of Maryland, Baltimore County 
Area:
Electronics and Electrical Engineering, Biomedical Engineering, Neuroscience Biology

55 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
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  0.8
2020 Iraji A, Miller R, Adali T, Calhoun VD. Space: A Missing Piece of the Dynamic Puzzle. Trends in Cognitive Sciences. PMID 31983607 DOI: 10.1016/j.tics.2019.12.004  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
2018 Yu Q, Du Y, Chen J, Sui J, Adali T, Pearlson G, Calhoun VD. Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 106: 886-906. PMID 30364630 DOI: 10.1109/JPROC.2018.2825200  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.64
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  0.8
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  0.64
2014 Calhoun VD, Miller R, Pearlson G, Adalı T. The chronnectome: time-varying connectivity networks as the next frontier in fMRI data discovery. Neuron. 84: 262-74. PMID 25374354 DOI: 10.1016/j.neuron.2014.10.015  0.64
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  0.64
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  0.64
2014 Bradley D, Morris JM, Adali T, Johnson JT, Aksoy M. On the detection of RFI using the complex signal kurtosis in microwave radiometry 13th Specialist Meeting On Microwave Radiometry and Remote Sensing of the Environment, Microrad 2014 - Proceedings. 33-38. DOI: 10.1109/MicroRad.2014.6878903  0.64
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  0.64
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  0.64
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  0.8
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  0.64
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  0.8
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  0.8
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  0.64
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  0.8
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  0.64
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  0.64
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  0.64
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  0.8
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  0.64
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  0.64
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  0.64
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  0.64
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  0.64
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  0.64
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  0.8
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  0.64
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  0.8
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  0.64
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  0.64
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  1
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  0.8
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  0.64
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  0.8
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  0.8
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  0.64
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  0.64
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  0.8
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.10066  0.64
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  0.8
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  0.8
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  0.8
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