Multimodal data fusion using source separation: Application to medical imaging T Adali, Y Levin-Schwartz, VD Calhoun Proceedings of the IEEE 103 (9), 1494-1506, 2015 | 111 | 2015 |
Multimodal data fusion using source separation: Two effective models based on ICA and IVA and their properties T Adali, Y Levin-Schwartz, VD Calhoun Proceedings of the IEEE 103 (9), 1478-1493, 2015 | 94 | 2015 |
Machine learning for medical imaging GS Fu, Y Levin-Schwartz, QH Lin, D Zhang Journal of healthcare engineering 2019, 2019 | 63 | 2019 |
Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia E Acar, Y Levin-Schwartz, VD Calhoun, T Adali 2017 IEEE international symposium on circuits and systems (ISCAS), 1-4, 2017 | 53 | 2017 |
Unraveling diagnostic biomarkers of schizophrenia through structure-revealing fusion of multi-modal neuroimaging data E Acar, C Schenker, Y Levin-Schwartz, VD Calhoun, T Adali Frontiers in neuroscience 13, 416, 2019 | 43 | 2019 |
Quantifying the interaction and contribution of multiple datasets in fusion: Application to the detection of schizophrenia Y Levin-Schwartz, VD Calhoun, T Adalı IEEE transactions on medical imaging 36 (7), 1385-1395, 2017 | 41 | 2017 |
Time-varying associations between prenatal metal mixtures and rapid visual processing in children Y Levin-Schwartz, C Gennings, L Schnaas, ... Environmental Health 18, 1-12, 2019 | 37 | 2019 |
Resting-state fMRI dynamics and null models: perspectives, sampling variability, and simulations RL Miller, A Abrol, T Adali, Y Levin-Schwarz, VD Calhoun Frontiers in neuroscience 12, 551, 2018 | 37 | 2018 |
The role of diversity in complex ICA algorithms for fMRI analysis W Du, Y Levin-Schwartz, GS Fu, S Ma, VD Calhoun, T Adalı Journal of Neuroscience Methods 264, 129-135, 2016 | 34 | 2016 |
Integrated measures of lead and manganese exposure improve estimation of their joint effects on cognition in Italian school-age children Y Levin-Schwartz, BC Henn, C Gennings, BA Coull, D Placidi, MK Horton, ... Environment international 146, 106312, 2021 | 33 | 2021 |
ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers E Acar, Y Levin-Schwartz, VD Calhoun, T Adali 2017 25th European Signal Processing Conference (EUSIPCO), 643-647, 2017 | 32 | 2017 |
Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data Y Levin-Schwartz, Y Song, PJ Schreier, VD Calhoun, T Adalı NeuroImage 134, 486-493, 2016 | 29 | 2016 |
Sex-specific associations between co-exposure to multiple metals and visuospatial learning in early adolescence E Rechtman, P Curtin, DM Papazaharias, S Renzetti, G Cagna, M Peli, ... Translational psychiatry 10 (1), 358, 2020 | 28 | 2020 |
Sparsity and independence: Balancing two objectives in optimization for source separation with application to fMRI analysis Z Boukouvalas, Y Levin-Schwartz, VD Calhoun, T Adalı Journal of the Franklin Institute 355 (4), 1873-1887, 2018 | 28 | 2018 |
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 Q Long, S Bhinge, Y Levin‐Schwartz, Z Boukouvalas, VD Calhoun, ... Human brain mapping 40 (2), 489-504, 2019 | 23 | 2019 |
Consecutive independence and correlation transform for multimodal fusion: Application to EEG and fMRI data MABS Akhonda, Y Levin-Schwartz, S Bhinge, VD Calhoun, T Adali 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 22 | 2018 |
Non-orthogonal constrained independent vector analysis: Application to data fusion S Bhinge, Q Long, Y Levin-Schwartz, Z Boukouvalas, VD Calhoun, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 22 | 2017 |
Prenatal metal mixtures and sex-specific infant negative affectivity W Cowell, E Colicino, Y Levin-Schwartz, MB Enlow, C Amarasiriwardena, ... Environmental Epidemiology 5 (2), e147, 2021 | 19 | 2021 |
Multi-media biomarkers: Integrating information to improve lead exposure assessment Y Levin-Schwartz, C Gennings, BC Henn, BA Coull, D Placidi, R Lucchini, ... Environmental research 183, 109148, 2020 | 19 | 2020 |
Metal mixtures are associated with increased anxiety during pregnancy Y Levin-Schwartz, W Cowell, HHL Hsu, MB Enlow, C Amarasiriwardena, ... Environmental research 204, 112276, 2022 | 15 | 2022 |