Sergey Plis

Also affiliated with Emory University, Georgia State University, Center for Translational Research in Neuroimaging and Data Science

NeuroscienceMedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 54 papers. Top paper: “Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning”.

Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning

Nature Communications(2021)10.1038/s41467-020-20655-6

N/A

0.809DataRank · unranked

219 citations

Zening Fu, Mustafa S. Salman, Rogers F. Silva, Yuhui Du, Sergey Plis +2 more

Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.14.041582

N/A

0.396DataRank · unranked

13 citations

Zening Fu, Mustafa S. Salman, Rogers F. Silva, Yuhui Du, Sergey Plis +2 more

Decentralized Brain Age Estimation Using MRI Data

Neuroinformatics(2022)10.1007/s12021-022-09570-x

N/A

0.330DataRank · unranked

8 citations

Rajikha Raja, Bhaskar Ray, Harshvardhan Gazula, Anand D. Sarwate, Sergey Plis +4 more

Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC

Patterns(2024)10.1016/j.patter.2024.100987

N/A

0.312DataRank · unranked

7 citations

Sandeep Panta, Ross Kelly, Javier Romero, Yann Quidé, Murray J. Cairns +44 more

Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility

Frontiers in Neuroinformatics(2023)10.3389/fninf.2023.1207721

N/A

0.269DataRank · unranked

5 citations

Sunitha Basodi, Sandeep Panta, Kelly Rootes-Murdy, Paul Prae, Anand D. Sarwate +11 more

Brainchop: Next Generation Web-Based Neuroimaging Application

arXiv (Cornell University)(2023)10.48550/arxiv.2310.16162

N/A

0.104DataRank · unranked

1 citations

Pratyush Reddy, Farfalla Hu, Sergey Plis, Mohamed Masoud

Enhancing Collaborative Neuroimaging Research: Introducing COINSTAC Vaults for Federated Analysis and Reproducibility

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.05.08.539852

N/A

0.104DataRank · unranked

1 citations

Sunitha Basodi, Sandeep Panta, Kelly Rootes-Murdy, Paul Prae, Anand D. Sarwate +11 more

A Deep Learning Model for Data-Driven Discovery of Functional Connectivity

Algorithms(2021)10.3390/a14030075

N/A

0DataRank · unranked

18 citations

Zening Fu, Vince D. Calhoun, Sergey Plis, Usman Mahmood

Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis

Neuroinformatics(2021)10.1007/s12021-020-09502-7

N/A

0DataRank · unranked

13 citations

Bharath Holla, Zuo Zhang, Jiayuan Xu, Eric Verner, Ross Kelly +17 more

Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer’s Disease

arXiv (Cornell University)(2021)10.1109/ichi52183.2021.00017

N/A

0DataRank · unranked

2 citations

Tristan Sylvain, Eloy Geenjaar, Margaux Luck, Lei Wu, Thomas P. DeRamus +5 more

Interpreting models interpreting brain dynamics

Research Square(2021)10.21203/rs.3.rs-798060/v1

N/A

0DataRank · unranked

0 citations

Usman Mahmood, Noah Lewis, Harshvardhan Gazula, Alex Fedorov, Zening Fu +3 more

Interpreting models interpreting brain dynamics

Research Square(2021)10.21203/rs.3.rs-798060/v2

N/A

0DataRank · unranked

0 citations

Usman Mahmood, Noah Lewis, Harshvardhan Gazula, Alex Fedorov, Zening Fu +3 more

Deep Learning in Neuroimaging: Promises and challenges

IEEE Signal Processing Magazine(2022)10.1109/msp.2021.3128348

N/A

0DataRank · unranked

78 citations

Gang Qu, Wenxing Hu, Anees Abrol, Biao Cai, Chen Qiao +5 more

Interpreting models interpreting brain dynamics

Scientific Reports(2022)10.1038/s41598-022-15539-2

N/A

0DataRank · unranked

19 citations

Usman Mahmood, Noah Lewis, Harshvardhan Gazula, Alex Fedorov, Zening Fu +3 more

Through the looking glass: Deep interpretable dynamic directed connectivity in resting fMRI

NeuroImage(2022)10.1016/j.neuroimage.2022.119737

N/A

0DataRank · unranked

15 citations

Zening Fu, Satrajit S. Ghosh, Vince D. Calhoun, Sergey Plis, Usman Mahmood

Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains

Neuroinformatics(2022)10.1007/s12021-022-09604-4

N/A

0DataRank · unranked

15 citations

Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Eric Verner +49 more

Statelets: Capturing recurrent transient variations in dynamic functional network connectivity

Human Brain Mapping(2022)10.1002/hbm.25799

N/A

0DataRank · unranked

12 citations

Eswar Damaraju, Debbrata K. Saha, Sergey Plis, Vince D. Calhoun, Md Abdur Rahaman

Privacy‐preserving quality control of neuroimaging datasets in federated environments

Human Brain Mapping(2022)10.1002/hbm.25788

N/A

0DataRank · unranked

7 citations

Vince D. Calhoun, D. U. Yuhui, F. U. Zening, Soo Min Kwon, Anand D. Sarwate +3 more

Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data

Network Neuroscience(2022)10.1162/netn_a_00247

N/A

0DataRank · unranked

5 citations

Hooman Rokham, Zening Fu, Armin Iraji, Daniel H. Mathalon, Judith M. Ford +7 more

Interpreting models interpreting brain dynamics

Research Square(2022)10.21203/rs.3.rs-798060/v3

N/A

0DataRank · unranked

3 citations

Usman Mahmood, Noah Lewis, Harshvardhan Gazula, Alex Fedorov, Zening Fu +3 more

Refacing Defaced MRI with PixelCNN

2022 International Joint Conference on Neural Networks (IJCNN)(2022)10.1109/ijcnn55064.2022.9891937

N/A

0DataRank · unranked

2 citations

William S. Ashbee, Vince D. Calhoun, Sergey Plis, Yaorong Xiao

Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series

2022 International Joint Conference on Neural Networks (IJCNN)(2022)10.1109/ijcnn55064.2022.9892436

N/A

0DataRank · unranked

1 citations

Zening Fu, Vince D. Calhoun, Sergey Plis, Usman Mahmood

Federated analysis in COINSTAC reveals functional network connectivity and spectral links to smoking and alcohol consumption in nearly 2,000 adolescent brains

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.02.478847

N/A

0DataRank · unranked

0 citations

Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Eric Verner +49 more

Revisiting Functional Dysconnectivity: a Review of Three Model Frameworks in Schizophrenia

Current Neurology and Neuroscience Reports(2023)10.1007/s11910-023-01325-8

N/A

0DataRank · unranked

44 citations

Kseniya P. Solovyeva, Maria Misiura, Armin Iraji, Sergey Plis, Godfrey D. Pearlson +3 more

Self-supervised multimodal learning for group inferences from MRI data: Discovering disorder-relevant brain regions and multimodal links

NeuroImage(2023)10.1016/j.neuroimage.2023.120485

N/A

0DataRank · unranked

14 citations

Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P. DeRamus, Margaux Luck +6 more

Brainchop: In-browser MRI volumetric segmentation andrendering

The Journal of Open Source Software(2023)10.21105/joss.05098

N/A

0DataRank · unranked

4 citations

Farfalla Hu, Sergey Plis, Mohamed Masoud

Chromatic fusion: Generative multimodal neuroimaging data fusion provides multi‐informed insights into schizophrenia

Human Brain Mapping(2023)10.1002/hbm.26479

N/A

0DataRank · unranked

4 citations

Noah Lewis, Alex Fedorov, Lei Wu, Judith M. Ford, Adrian Preda +3 more

Chromatic fusion: generative multimodal neuroimaging data fusion provides multi-informed insights into schizophrenia

medRxiv(2023)10.1101/2023.05.18.23290184

N/A

0DataRank · unranked

4 citations

Noah Lewis, Alex Fedorov, Lei Wu, Judith M. Ford, Adrian Preda +3 more

Revisiting Functional Dysconnectivity: A Review of Three Model Frameworks in Schizophrenia

PsyArXiv (OSF Preprints)(2023)10.31234/osf.io/m46gk

N/A

0DataRank · unranked

4 citations

Kseniya P. Solovyeva, Maria Misiura, Armin Iraji, Sergey Plis, Godfrey D. Pearlson +3 more

Self-Supervised Mental Disorder Classifiers via Time Reversal

(2023)10.1109/ijcnn54540.2023.10191457

N/A

0DataRank · unranked

3 citations

Usman Mahmood, Zening Fu, Sergey Plis, Zafar Iqbal

SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training

arXiv (Cornell University)(2023)10.48550/arxiv.2304.07488

N/A

0DataRank · unranked

2 citations

Bishal Thapaliya, Pratyush Gaggenapalli, Jingyu Liu, Vince D. Calhoun, Sergey Plis +1 more

A simple but tough-to-beat baseline for fMRI time-series classification

NeuroImage(2024)10.1016/j.neuroimage.2024.120909

N/A

0DataRank · unranked

14 citations

Usman Mahmood, Zening Fu, Carl Yang, Vince D. Calhoun, Sergey Plis +1 more

Brainchop: Providing an Edge Ecosystem for Deployment of Neuroimaging Artificial Intelligence Models

Aperture Neuro(2024)10.52294/001c.123059

N/A

0DataRank · unranked

5 citations

Mohamed Masoud, Farfalla Hu, Taylor Hanayik, Satrajit S. Ghosh, Chris Drake +3 more

st-DenseViT: A Weakly Supervised Spatiotemporal Vision Transformer for Dense Prediction of Dynamic Brain Networks

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.11.28.625914

N/A

0DataRank · unranked

1 citations

Pranav Suresh, Dong Hye Ye, Armin Iraji, Jingyu Liu, Sergey Plis +3 more

Privacy-Preserving Visualization of Brain Functional Connectivity

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.11.617267

N/A

0DataRank · unranked

0 citations

Anand D. Sarwate, Sandeep Panta, Jessica Turner, Sergey Plis, Vince D. Calhoun +1 more

ION-C: Integration of Overlapping Networks via Constraints

arXiv (Cornell University)(2024)10.48550/arxiv.2411.04243

N/A

0DataRank · unranked

0 citations

Bhandari, Payal, Mohammadsajad Abavisani, Sergey Plis, David M. Danks, Nair, Praveen

Explainable Self-Supervised Dynamic Neuroimaging Using Time Reversal

Brain Sciences(2025)10.3390/brainsci15010060

N/A

0DataRank · unranked

3 citations

Md Mahfuzur Rahman, Usman Mahmood, Qasim Zia, Zening Fu, Vince D. Calhoun +2 more

brain2print AI powered web tool for creating 3D printable brain models

Scientific Reports(2025)10.1038/s41598-025-00014-5

N/A

0DataRank · unranked

5 citations

Matthew McCormick, Taylor Hanayik, Mohamed Masoud, Sergey Plis, Chris Rorden

The Marriage of Neurotechnologies and Artificial Intelligence: Ethical, regulatory, and technological aspects

IEEE Signal Processing Magazine(2025)10.1109/msp.2025.3611565

N/A

0DataRank · unranked

1 citations

Andrea Favaro, Silvia Francesca Storti, Lorenza Brusini, Ahmed M. Salih, Ilaria Boscolo Galazzo +3 more

Federated Analysis of Neuroimaging Data Using Coinstac

(2025)10.1109/isbi60581.2025.10981300

N/A

0DataRank · unranked

0 citations

Ross Kelly, Javier Romero, Dylan Martin, Sandeep Panta, Sergey Plis +3 more

Classifying Schizophrenia Patients and Healthy Individuals: Whole Brain SPECT Functional Connectivity using Support Vector Machine Classification

(2025)10.31234/osf.io/xjkzd_v2

N/A

0DataRank · unranked

0 citations

J. R. JUN. WARDELL, David B. Keator, Daniel Amen, Sergey Plis, Vince D Calhoun +1 more

Classifying Schizophrenia Patients and Healthy Individuals: Whole Brain SPECT Functional Connectivity using Support Vector Machine Classification

(2025)10.31234/osf.io/xjkzd_v3

N/A

0DataRank · unranked

0 citations

J. R. JUN. WARDELL, David B. Keator, Daniel Amen, Sergey Plis, Vince D Calhoun +1 more

st‐DenseViT: A Weakly Supervised Spatiotemporal Vision Transformer for Dense Prediction of Dynamic Brain Networks

Human Brain Mapping(2025)10.1002/hbm.70364

N/A

0DataRank · unranked

0 citations

Pranav Suresh, Dong Hye Ye, Armin Iraji, Jingyu Liu, Sergey Plis +4 more

DECIFRA: Deep Extraction of Causally Informed Features via Restricted Architecture

(2025)10.1109/mlsp62443.2025.11204279

N/A

0DataRank · unranked

0 citations

Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Godfrey D. Pearlson, David Danks +4 more

Learning ECG Representations via Poly-Window Contrastive Learning

arXiv (Cornell University)(2025)10.48550/arxiv.2508.15225

N/A

0DataRank · unranked

0 citations

J.H. Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey Plis +5 more

Combining fast and slow fMRI sampling rates can enhance predictive power in resting-state data

NeuroImage(2025)10.1016/j.neuroimage.2025.121579

N/A

0DataRank · unranked

0 citations

Kseniya P. Solovyeva, David Danks, Niko Huotari, Vesa Kiviniemi, Vesa Korhonen +5 more

Deep residual learning for neuroimaging: An application to predict progression to Alzheimer’s disease

Journal of Neuroscience Methods(2020)10.1016/j.jneumeth.2020.108701

N/A

0DataRank · unranked

179 citations

Manish Bhattarai, Alex Fedorov, Yuhui Du, Sergey Plis, Vince D. Calhoun +1 more

Learning ECG Representations via Poly-Window Contrastive Learning

(2025)10.1109/bhi67747.2025.11269529

N/A

0DataRank · unranked

0 citations

J.H. Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey Plis +5 more

COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation

The Journal of Open Source Software(2020)10.21105/joss.02166

N/A

0DataRank · unranked

16 citations

Ross Kelly, Javier Romero, Eric Verner, Bradley T. Baker, Rogers F. Silva +8 more

Multidataset Independent Subspace Analysis With Application to Multimodal Fusion

IEEE Transactions on Image Processing(2020)10.1109/tip.2020.3028452

N/A

0DataRank · unranked

3 citations

Sergey Plis, Tülay Adalı, Marios S. Pattichis, Vince D. Calhoun, Rogers F. Silva

Addressing Inaccurate Nosology in Mental Health: A Multi Label Data Cleansing Approach for Detecting Label Noise from Structural Magnetic Resonance Imaging Data in Mood and Psychosis Disorders

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.05.06.081521

N/A

0DataRank · unranked

8 citations

Godfrey D. Pearlson, Anees Abrol, Haleh Falakshahi, Sergey Plis, Vince D. Calhoun +1 more

A classification-based approach to estimate the number of resting fMRI dynamic functional connectivity states

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.24.161745

N/A

0DataRank · unranked

6 citations

Eswar Damaraju, Barnaly Rashid, Anees Abrol, Sergey Plis, Vince D. Calhoun +1 more

Federated Analysis of Neuroimaging Data: A Review of the Field

Neuroinformatics(2021)10.1007/s12021-021-09550-7

N/A

0DataRank · unranked

34 citations

Harshvardhan Gazula, Eric Verner, Ross Kelly, Thomas P. DeRamus, Sergey Plis +4 more

Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data

Human Brain Mapping(2021)10.1002/hbm.25720

N/A

0DataRank · unranked

26 citations

Rogers F. Silva, Daoqiang Zhang, Sergey Plis, Robyn L. Miller, Victor M. Vergara +5 more