Suchita Bhinge

Most-cited papers

Extraction of time-varying spatio-temporal networks using parameter-tuned constrained IVA
Suchita Bhinge, Rami Mowakeaa, V. Calhoun, T. Adalı
2019IEEE Transactions on Medical Imaging53 citations Open access
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Spatial Dynamic Functional Connectivity Analysis Identifies Distinctive Biomarkers in Schizophrenia
Suchita Bhinge, Qunfang Long, V. Calhoun, T. Adalı
2019Frontiers in Neuroscience40 citations Open access
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Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia
Qunfang Long, Suchita Bhinge, V. Calhoun, T. Adalı
2020NeuroImage39 citations Open access
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Non-orthogonal constrained independent vector analysis: Application to data fusion
Suchita Bhinge, Qunfang Long, Y. Levin-Schwartz, Z. Boukouvalas +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing26 citations
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The Role of Diversity in Data-driven Analyses of Multi-subject fMRI Data
Qunfang Long, Suchita Bhinge, Y. Levin-Schwartz, Z. Boukouvalas +2 more
2018Human Brain Mapping21 citations Open access
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Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data
M. A. Akhonda, Y. Levin-Schwartz, Suchita Bhinge, V. Calhoun +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing18 citations
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Disjoint Subspaces for Common and Distinct Component Analysis: Application to the Fusion of Multi-task FMRI Data
M. A. Akhonda, B. Gabrielson, Suchita Bhinge, V. Calhoun +1 more
2021Journal of Neuroscience Methods16 citations Open access
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Tracing Network Evolution Using The Parafac2 Model
Marie Roald, Suchita Bhinge, Chunying Jia, V. Calhoun +2 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing16 citations Open access
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Graph-theoretical analysis identifies transient spatial states of resting-state dynamic functional network connectivity and reveals dysconnectivity in schizophrenia
Qunfang Long, Suchita Bhinge, V. Calhoun, T. Adalı
2020Journal of Neuroscience Methods13 citations Open access
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Adaptive constrained independent vector analysis: An effective solution for analysis of large-scale medical imaging data
Suchita Bhinge, Qunfang Long, V. Calhoun, T. Adalı
2020IEEE Journal on Selected Topics in Signal Processing12 citations Open access
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Data-driven fusion of multi-camera video sequences: Application to abandoned object detection
Suchita Bhinge, Y. Levin-Schwartz, T. Adalı
2017IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations
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A data-driven solution for abandoned object detection: Advantages of multiple types of diversity
Suchita Bhinge, Y. Levin-Schwartz, Gengshen Fu, B. Pesquet-Popescu +1 more
2015IEEE Global Conference on Signal and Information Processing8 citations
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Relationship between Dynamic Blood-Oxygen-Level-Dependent Activity and Functional Network Connectivity: Characterization of Schizophrenia Subgroups
Qunfang Long, Suchita Bhinge, V. Calhoun, T. Adalı
2021Brain Connectivity7 citations Open access
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Estimation of common subspace order across multiple datasets: Application to multi-subject fMRI data
Suchita Bhinge, Y. Levin-Schwartz, T. Adalı
2017Annual Conference on Information Sciences and Systems6 citations
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IVA for abandoned object detection: Exploiting dependence across color channels
Suchita Bhinge, Z. Boukouvalas, Y. Levin-Schwartz, T. Adalı
2016IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
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Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion
I. Belyaeva, Suchita Bhinge, Qunfang Long, T. Adalı
2021IEEE Access5 citations Open access
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Joint-IVA for identification of discriminating features in EEG: Application to a driving study
B. Gabrielson, Mohammad A. B. S. Akhonda, Suchita Bhinge, J. Brooks +2 more
2020Biomedical Signal Processing and Control5 citations Open access
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Data-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data
K. Hossain, Suchita Bhinge, Qunfang Long, V. Calhoun +1 more
2022Annual Conference on Information Sciences and Systems4 citations Open access
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Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion*
Zhong-Qiang Luo, Qunfang Long, Suchita Bhinge, M. A. Akhonda +1 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society4 citations
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Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data
M. A. Akhonda, Qunfang Long, Suchita Bhinge, V. Calhoun +1 more
2019Annual Conference on Information Sciences and Systems3 citations
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An ICA based Approach for Steady-State and Transient Analysis of Task fMRI Data: Application to Study of Thermal Pain Response.
Xiao-Wei Song, Suchita Bhinge, R. Quiton, T. Adalı
2019Journal of Neuroscience Methods3 citations
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IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data
Suchita Bhinge, V. Calhoun, T. Adalı
2018IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations
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A two-level ICA approach reveals important differences in the female brain response to thermal pain
Xiao-Wei Song, Suchita Bhinge, R. Quiton, T. Adalı
2018IEEE International Symposium on Biomedical Imaging1 citations
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A graph theoretical approach for performance comparison of ICA for fMRI analysis
Qunfang Long, Suchita Bhinge, Y. Levin-Schwartz, V. Calhoun +1 more
2017Annual Conference on Information Sciences and Systems1 citations
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Power spectra constrained IVA for enhanced detection of SSVEP content
D. Emge, Z. Boukouvalas, Y. Levin-Schwartz, Suchita Bhinge +2 more
2017Annual Conference on Information Sciences and Systems1 citations
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