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Author Details

Anand D Sarwate
The State University of New Jersey
2011
20
7
PMIDPaper TitleJournal TitlePublished Year
36434478Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains.Neuroinformatics2023
37190449Differential Fairness: An Intersectional Framework for Fair AI.Entropy (Basel)2023
37214791Enhancing Collaborative Neuroimaging Research: Introducing COINSTAC Vaults for Federated Analysis and Reproducibility.bioRxiv2023
37238580Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning.Entropy (Basel)2023
37404336Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.Front Neuroinform2023
34807353Federated Analysis of Neuroimaging Data: A Review of the Field.Neuroinformatics2022
35243723Privacy-preserving quality control of neuroimaging datasets in federated environments.Hum Brain Mapp2022
33462781Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis.Neuroinformatics2021
35755147A Correlated Noise-assisted Decentralized Differentially Private Estimation Protocol, and its application to fMRI Source Separation.IEEE Trans Signal Process2021
30408598Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings.Neuroimage2019
31595179Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization.IEEE J Sel Top Signal Process2018
29123643COINSTAC: Decentralizing the future of brain imaging analysis.F1000Res2017
27594820COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data.Front Neurosci2016
28210428Privacy, security, and the public health researcher in the era of electronic health record research.Online J Public Health Inform2016
26705435Learning from Data with Heterogeneous Noise using SGD.JMLR Workshop Conf Proc2015
24778614Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation.Front Neuroinform2014
23774511Privacy technology to support data sharing for comparative effectiveness research: a systematic review.Med Care2013
24737929Signal Processing and Machine Learning with Differential Privacy: Algorithms and challenges for continuous data.IEEE Signal Process Mag2013
22511018Protecting count queries in study design.J Am Med Inform Assoc2012
21892342Differentially Private Empirical Risk Minimization.J Mach Learn Res2011
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Collaborators

Vince D Calhoun
Georgia Institute of Technology, Emory University
Co-authored papers 11
Jessica A Turner
Georgia State University
Co-authored papers 8
Kamalika Chaudhuri
University of California
Co-authored papers 3
Gareth J Barker
Institute of Psychiatry, King's College London
Co-authored papers 2
Henry J Bockholt
Co-authored papers 2
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers 1
Aziz A Boxwala
Elimu Informatics Inc.
Co-authored papers 1
Lucila Ohno-Machado
Co-authored papers 1
Staal A Vinterbo
Norwegian University of Science and Technology
Co-authored papers 1
Zening Fu
University of Chinese Academy of Sciences
Co-authored papers 1
Lucila Ohno-Machado
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Co-authored papers 1
Release 1.2