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Rogers F. Silva

georgia state university; georgia institute of technology; and emory university
H-index:17
Citation Count:2,321
Views:0

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Multimodal Data Fusion in Neuroscience: Promises, challenges, and future directions [Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology]

神经科学中的多模态数据融合：前景、挑战与未来方向 [数据科学与神经技术加速脑科学发现的特刊]

IEEE Signal Processing Magazine
IF9.6
2025-12-190
PRE
Chuang Liang; Rogers F. Silva; Tulay Adali; Rongtao Jiang; Daoqiang Zhang; Shile Qi; Vince D. Calhoun
The interplay between brain and behavior during development: A multisite effort to generate and share simulated datasets

脑与行为在发育过程中的相互作用：一项多中心努力，旨在生成和共享模拟数据集

SCIENTIFIC DATA
IF6.9
2025-03-210
OA
Sadeghi, Neda; van der Velpen, Isabelle F.; Baker, Bradley T.; Batta, Ishaan; Cahill, Kyle J.; Genon, Sarah; Mccormick, Ethan; Michel, Lea C.; Moraczewski, Dustin; Seraji, Masoud; Shaw, Philip; Silva, Rogers F.; Soleimani, Najme; Sprooten, Emma; Sorensen, Oystein; Thomas, Adam G.; Thurm, Audrey; Zhou, Zi-Xuan; Calhoun, Vince D.; Kievit, Rogier; Plachti, Anna; Zuo, Xi-Nian; White, Tonya
Confound Controlled Multimodal Neuroimaging Data Fusion and Its Application to Developmental Disorders

混淆控制的多模态神经影像数据融合及其在发育障碍中的应用

IEEE Transactions on Image Processing
IF13.7
2025-01-010
PRE
Chuang Liang; Rogers F. Silva; Tülay Adali; Rongtao Jiang; Daoqiang Zhang; Shile Qi; Vince D. Calhoun
A Method for Multimodal IVA Fusion Within a MISA Unified Model Reveals Markers of Age, Sex, Cognition, and Schizophrenia in Large Neuroimaging Studies
HUMAN BRAIN MAPPING
IF3.3
2024-11-190
OAAI
Silva, Rogers F.; Damaraju, Eswar; Li, Xinhui; Kochunov, Peter; Ford, Judith M.; Mathalon, Daniel H.; Turner, Jessica A.; van Erp, Theo G. M.; Adali, Tulay; Calhoun, Vince D.
Joint multi-site domain adaptation and multi-modality feature selection for the diagnosis of psychiatric disorders
NEUROIMAGE-CLINICAL
IF3.6
2024-01-010
OAAI
Ji, Yixin; Silva, Rogers F.; Adali, Tuelay; Wen, Xuyun; Zhu, Qi; Jiang, Rongtao; Zhang, Daoqiang; Qi, Shile; Calhoun, Vince D.
dcSBM: A federated constrained source-based morphometry approach for multivariate brain structure mapping
HUMAN BRAIN MAPPING
IF3.3
2023-10-140
OAAI
Saha, Debbrata K.; Silva, Rogers F.; Baker, Bradley T.; Saha, Rekha; Calhoun, Vince D.
Genomic patterns linked to gray matter alterations underlying working memory deficits in adults and adolescents with attention-deficit/hyperactivity disorder

基因组模式与患有注意力缺陷/多动障碍的成年人和青少年工作记忆缺陷的灰质改变有关

TRANSLATIONAL PSYCHIATRY
IF6.2
2023-02-112
OAAI
Duan, Kuaikuai; Chen, Jiayu; Calhoun, Vince D. D.; Jiang, Wenhao; Rootes-Murdy, Kelly; Schoenmacker, Gido; Silva, Rogers F. F.; Franke, Barbara; Buitelaar, Jan K. K.; Hoogman, Martine; Oosterlaan, Jaap; Hoekstra, Pieter J. J.; Heslenfeld, Dirk; Hartman, Catharina A. A.; Sprooten, Emma; Arias-Vasquez, Alejandro; Turner, Jessica A. A.; Liu, Jingyu
Multimodal data fusion of cortical-subcortical morphology and functional network connectivity in psychotic spectrum disorder
NEUROIMAGE-CLINICAL
IF3.6
2022-01-013
OAAI
DeRamus, T. P.; Wu, L.; Qi, S.; Iraji, A.; Silva, R.; Du, Y.; Pearlson, G.; Mayer, A.; Bustillo, J. R.; Stromberg, S. F.; Calhoun, V. D.
Three-way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data
HUMAN BRAIN MAPPING
IF3.3
2021-11-2210
OAAI
Qi, Shile; Silva, Rogers F.; Zhang, Daoqiang; Plis, Sergey M.; Miller, Robyn; Vergara, Victor M.; Jiang, Rongtao; Zhi, Dongmei; Sui, Jing; Calhoun, Vince D.
Reward Processing in Novelty Seekers: A Transdiagnostic Psychiatric Imaging Biomarker
BIOLOGICAL PSYCHIATRY
IF9
2021-10-0125
OAAI
Qi, Shile; Schumann, Gunter; Bustillo, Juan; Turner, Jessica A.; Jiang, Rongtao; Zhi, Dongmei; Fu, Zening; Mayer, Andrew R.; Vergara, Victor M.; Silva, Rogers F.; Iraji, Armin; Chen, Jiayu; Damaraju, Eswar; Ma, Xiaohong; Yang, Xiao; Stevens, Michael; Mathalon, Daniel H.; Ford, Judith M.; Voyvodic, James; Mueller, Bryon A.; Belger, Aysenil; Potkin, Steven G.; Preda, Adrian; Zhuo, Chuanjun; Xu, Yong; Chu, Congying; Banaschewski, Tobias; Barker, Gareth J.; Bokde, Arun L. W.; Quinlan, Erin Burke; Desrivieres, Sylvane; Flor, Herta; Grigis, Antoine; Garavan, Hugh; Gowland, Penny; Heinz, Andreas; Martinot, Jean-Luc; Martinot, Marie-Laure Paillere; Artiges, Eric; Nees, Frauke; Orfanos, Dimitri Papadopoulos; Paus, Tomas; Poustka, Luise; Hohmann, Sarah; Frohner, Juliane H.; Smolka, Michael N.; Walter, Henrik; Whelan, Robert; Calhoun, Vince D.; Sui, Jing
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning
NATURE COMMUNICATIONS
IF15.7
2021-01-13121
OAAI
Abrol, Anees; Fu, Zening; Salman, Mustafa; Silva, Rogers; Du, Yuhui; Plis, Sergey; Calhoun, Vince
Multidataset Independent Subspace Analysis With Application to Multimodal Fusion
IEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
2021-01-0115
OAAI
Silva, Rogers F.; Plis, Sergey M.; Adali, Tulay; Pattichis, Marios S.; Calhoun, Vince D.
Decentralized dynamic functional network connectivity: State analysis in collaborative settings
HUMAN BRAIN MAPPING
IF3.3
2020-04-217
OAAI
Baker, Bradley T.; Damaraju, Eswar; Silva, Rogers F.; Plis, Sergey M.; Calhoun, Vince D.
Frequency-Aware Summarization of Resting-State fMRI Data
FRONTIERS IN SYSTEMS NEUROSCIENCE
IF3.5
2020-04-079
OAAI
Yaesoubi, Maziar; Silva, Rogers F.; Iraji, Armin; Calhoun, Vince D.
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia
HUMAN BRAIN MAPPING
IF3.3
2019-05-1623
OAAI
Qi, Shile; Sui, Jing; Chen, Jiayu; Liu, Jingyu; Jiang, Rongtao; Silva, Rogers; Iraji, Armin; Damaraju, Eswar; Salman, Mustafa; Lin, Dongdong; Fu, Zening; Zhi, Dongmei; Turner, Jessica A.; Bustillo, Juan; Ford, Judith M.; Mathalon, Daniel H.; Voyvodic, James; McEwen, Sarah; Preda, Adrian; Belger, Aysenil; Potkin, Steven G.; Mueller, Bryon A.; Adali, Tulay; Calhoun, Vince D.
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
2016-10-0116
OAAI
Silva, Rogers F.; Plis, Sergey M.; Sui, Jing; Pattichis, Marios S.; Adali, Tulay; Calhoun, Vince D.
Memory Efficient PCA Methods for Large Group ICA
FRONTIERS IN NEUROSCIENCE
IF3.2
2016-02-0234
PRE
Rachakonda, Srinivas; Silva, Rogers F.; Liu, Jingyu; Calhoun, Vince D.

Research Directions

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V
Vince D. Calhoun
H-index:153Papers:2,483Citations:11.1万
T
Tülay Adalı
H-index:63Papers:535Citations:2.2万
戚
戚世乐
H-index:25Papers:87Citations:2,215
R
Rongtao Jiang
H-index:29Papers:122Citations:3,151
S
Sergey Plis
H-index:31Papers:248Citations:8,947
隋
隋婧
H-index:64Papers:461Citations:1.5万
J
Jessica A. Turner
H-index:88Papers:597Citations:3.4万
张
张道强
H-index:66Papers:595Citations:1.8万
A
Armin Iraji
H-index:25Papers:200Citations:2,214
E
Eswar Damaraju
H-index:39Papers:110Citations:1.0万