Rogers F. Silva

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Differentially Private

Cortical Folding

Source Separation

Top Venues

Publications

Xinhui Li, Daniel Khosravinezhad, Vince D. Calhoun, Rogers F. Silva
Evaluating Trade-Offs in IVA of Multimodal Neuroimaging using Cross-Platform Multidataset Independent Subspace Analysis. ISBI (2023)
Oktay Agcaoglu, Rogers F. Silva, Deniz Alaçam, Vince D. Calhoun
A Multi-dimensional Joint ICA Model with Gaussian Copula. ICIAP Workshops (2) (2023)
Rekha Saha, Debbrata K. Saha, Zening Fu, Rogers F. Silva, Vince D. Calhoun
Functional and Structural Longitudinal Change Patterns in Adolescent Brain. EMBC (2023)
Rekha Saha, Debbrata K. Saha, Zening Fu, Rogers F. Silva, Vince D. Calhoun
Multimodal Fusion of Functional and Structural Data to Recognize Longitudinal Change Patterns in the Adolescent Brain. BHI (2023)
Kuaikuai Duan, Rogers F. Silva, Jingyu Liu, Oktay Agcaoglu, Vince D. Calhoun
Any-Way Independent Component Analysis with Reference. ISBI (2023)
Xinhui Li, Tülay Adali, Rogers F. Silva, Vince D. Calhoun
Multimodal Subspace Independent Vector Analysis Better Captures Hidden Relationships in Multimodal Neuroimaging Data. ISBI (2023)
Debbrata K. Saha, Rogers F. Silva, Bradley T. Baker, Vince D. Calhoun
Decentralized Spatially Constrained Source-Based Morphometry. ISBI (2022)
Oktay Agcaoglu, Rogers F. Silva, Vince D. Calhoun
Multimodal fusion of brain imaging data with joint non-linear independent component analysis. IVMSP (2022)
Thomas DeRamus, Armin Iraji, Zening Fu, Rogers F. Silva, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang, Yuhui Du, Jingyu Liu, Vince D. Calhoun
Stability of functional network connectivity (FNC) values across multiple spatial normalization pipelines in spatially constrained independent component analysis. BIBE (2021)
Shile Qi, Sergey M. Plis, Robyn L. Miller, Rogers F. Silva, Victor M. Vergara, Rongtao Jiang, Dongmei Zhi, Jing Sui, Vince D. Calhoun
3-way Parallel Fusion of Spatial (sMRI/dMRI) and Spatio-temporal (fMRI) Data with Application to Schizophrenia. ISBI (2021)
Eswar Damaraju, Rogers F. Silva, Tülay Adali, Vince D. Calhoun
A multimodal IVA fusion approach to identify linked neuroimaging markers. EMBC (2021)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
Multidataset Independent Subspace Analysis With Application to Multimodal Fusion. IEEE Trans. Image Process. 30 (2021)
Hafiz Imtiaz, Jafar Mohammadi, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation. IEEE Trans. Signal Process. 69 (2021)
Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu, Rogers F. Silva
aNy-way Independent Component Analysis. EMBC (2020)
Harshvardhan Gazula, Ross Kelly, Javier Romero, Eric Verner, Bradley T. Baker, Rogers F. Silva, Hafiz Imtiaz, Debbrata K. Saha, Rajikha Raja, Jessica A. Turner, Anand D. Sarwate, Sergey M. Plis, Vince D. Calhoun
COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation. J. Open Source Softw. 5 (54) (2020)
Bradley T. Baker, Anees Abrol, Rogers F. Silva, Eswar Damaraju, Anand D. Sarwate, Vince D. Calhoun, Sergey M. Plis
Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings. NeuroImage 186 (2019)
Hafiz Imtiaz, Jafar Mohammadi, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
Improved Differentially Private Decentralized Source Separation for fMRI Data. CoRR (2019)
Kuaikuai Duan, Rogers F. Silva, Jiayu Chen, Dongdong Lin, Vince D. Calhoun, Jingyu Liu
Sparse Infomax Based on Hoyer Projection and its Application to Simulated Structural MRI and SNP Data. ISBI (2019)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
Multidataset Independent Subspace Analysis with Application to Multimodal Fusion. CoRR (2019)
Maziar Yaesoubi, Rogers F. Silva, Vince D. Calhoun
In-between and cross-frequency dependence-based summarization of resting-state fMRI data. SSIAI (2018)
Harshvardhan Gazula, Bradley T. Baker, Eswar Damaraju, Sergey M. Plis, Sandeep R. Panta, Rogers F. Silva, Vince D. Calhoun
Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity. Frontiers Neuroinformatics 12 (2018)
Nikolas P. Wojtalewicz, Rogers F. Silva, Vince D. Calhoun, Anand D. Sarwate, Sergey M. Plis
Decentralized independent vector analysis. ICASSP (2017)
Jing Ming, Eric Verner, Anand D. Sarwate, Ross Kelly, Cory Reed, Torran Kahleck, Rogers F. Silva, Sandeep R. Panta, Jessica Turner, Sergey M. Plis, Vince D. Calhoun
COINSTAC: Decentralizing the future of brain imaging analysis. F1000Research 6 (2017)
Rogers F. Silva, Sergey M. Plis, Jing Sui, Marios S. Pattichis, Tülay Adali, Vince D. Calhoun
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Hafiz Imtiaz, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
Privacy-preserving source separation for distributed data using independent component analysis. CISS (2016)
Bradley T. Baker, Rogers F. Silva, Vince D. Calhoun, Anand D. Sarwate, Sergey M. Plis
Large scale collaboration with autonomy: Decentralized data ICA. MLSP (2015)
Vince D. Calhoun, Rogers F. Silva, Tülay Adali, Srinivas Rachakonda
Comparison of PCA approaches for very large group ICA. NeuroImage 118 (2015)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun
A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging. NeuroImage 102 (2014)
Rogers F. Silva, Eduardo Castro, Cota Navin Gupta, Mustafa S. Çetin, Mohammad Arbabshirani, Vamsi K. Potluru, Sergey M. Plis, Vince D. Calhoun
The tenth annual MLSP competition: Schizophrenia classification challenge. MLSP (2014)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun
Multidataset independent subspace analysis extends independent vector analysis. ICIP (2014)