Sergey Plis - Publications, H-index & Citations

Sergey Plis

tri-institutional center for translational research in neuroimaging and data science

31H指数

248论文数

8.9K被引数

收录论文 37

发表时间

Message in a Bottleneck: Interpretable Deep Learning for Dynamic Effective Brain Connectivity 瓶颈中的信息：用于动态有效脑连接的可解释深度学习

IEEE Transactions on Medical Imaging

IF9.8

2026-09-22

OAAI

Pavel Popov; Cristian Morasso; Giorgio Dolci; Ilaria Boscolo Galazzo; Godfrey Pearlson; David Danks; Vince Calhoun; Gloria Menegaz; Sergey Plis

Privacy-preserving visualization of brain functional connectivity 脑功能连接的隐私保护可视化

NeuroImage

IF4.5

2026-09-01

OAAI

Ye Tao; Anand D. Sarwate; Sandeep Panta; Jessica Turner; Sergey Plis; Lori Beason-Held; Murat Bilgel; Susan Resnick; Anees Abrol; Vince D. Calhoun

A scalable subject-specific manifold learning framework for neuroimaging data 适用于神经影像数据的可扩展且特定于个体的流形学习框架

Communications Biology

IF5.1

2026-07-29

OAAI

Eloy Geenjaar; Tülay Adalí; Shashwath Meda; Godfrey Pearlson; Sergey Plis; Vince Calhoun

MindGrab: A spectrally-motivated architecture for accessible deep learning in neuroimaging MindGrab：一种面向神经影像可及性深度学习的光谱驱动架构

NeuroImage

IF4.5

2026-06-23

OAAI

Armina Fani; Mike Doan; Isabelle Le; Alex Fedorov; Malte Hoffmann; Chris Rorden; Sergey Plis

The Marriage of Neurotechnologies and Artificial Intelligence: Ethical, regulatory, and technological aspects 神经技术与人工智能的结合：伦理、监管和技术方面

IEEE Signal Processing Magazine

IF9.6

2025-12-22

PREAI

Carlo Chiurco; Andrea Favaro; Silvia Francesca Storti; Lorenza Brusini; Ahmed M. Salih; Ilaria Boscolo Galazzo; Sergey Plis; Gloria Menegaz

Combining fast and slow fMRI sampling rates can enhance predictive power in resting-state data 结合快速和慢速fMRI采样率可以增强静息态数据的预测能力

NeuroImage

IF4.5

2025-11-27

OAAI

Joanne Wardell; Kseniya Solovyeva; David Danks; Niko Huotari; Vesa J. Kiviniemi; Vesa O. Korhonen; Thomas DeRamus; Godfrey D. Pearlson; Vince Calhoun; Sergey Plis

st-DenseViT: A Weakly Supervised Spatiotemporal Vision Transformer for Dense Prediction of Dynamic Brain Networks st-DenseViT：一种用于动态脑网络密集预测的弱监督时空视觉Transformer

HUMAN BRAIN MAPPING

IF3.3

2025-09-27

OAAI

Kazemivash, Behnam; Suresh, Pranav; Ye, Dong Hye; Iraji, Armin; Liu, Jingyu; Plis, Sergey; Kochunov, Peter; Zhu, David C.; Calhoun, Vince D.

Interpretable Disorder Signatures: Probing Neural Latent Spaces for Schizophrenia, Alzheimer’s, and Autism Stratification 可解释的障碍特征：探究神经潜在空间以对精神分裂症、阿尔茨海默病和自闭症进行分层

Brain Sciences 2025, Vol. 15, Page 954

IF0

2025-09-01

OAAI

Zafar Iqbal; Mahfuzur Rahman; Qasim Zia; Pavel Popov; Zening Fu; Vince D. Calhoun; Sergey Plis

Using an ordinary differential equation model to separate rest and task signals in fMRI 利用常微分方程模型分离fMRI中的静息态和任务态信号

Nature Communications

IF15.7

2025-08-03

OAAI

Amrit Kashyap; Eloy Geenjaar; Patrik Bey; Kiret Dhindsa; Katharina Glomb; Sergey Plis; Shella Keilholz; Petra Ritter

brain2print AI powered web tool for creating 3D printable brain models brain2print 人工智能驱动的网页工具，用于创建3D可打印的脑部模型

SCIENTIFIC REPORTS

IF3.9

2025-05-05

OAAI

Rorden, Christopher; Mccormick, Matthew; Hanayik, Taylor; Masoud, Mohamed; Plis, Sergey M.

PATTERNS

IF7.4

2024-07-01

OAAI

Rootes-Murdy, Kelly; Panta, Sandeep; Kelly, Ross; Romero, Javier; Quide, Yann; Cairns, Murray J.; Loughland, Carmel; Carr, Vaughan J.; Catts, Stanley, V; Jablensky, Assen; Green, Melissa J.; Henskens, Frans; Kiltschewskij, Dylan; Michie, Patricia T.; Mowry, Bryan; Pantelis, Christos; Rasser, Paul E.; Reay, William R.; Schall, Ulrich; Scott, Rodney J.; Watkeys, Oliver J.; Roberts, Gloria; Mitchell, Philip B.; Fullerton, Janice M.; Overs, Bronwyn J.; Kikuchi, Masataka; Hashimoto, Ryota; Matsumoto, Junya; Fukunaga, Masaki; Sachdev, Perminder S.; Brodaty, Henry; Wen, Wei; Jiang, Jiyang; Fani, Negar; Ely, Timothy D.; Lorio, Adriana; Stevens, Jennifer S.; Ressler, Kerry; Jovanovic, Tanja; van Rooij, Sanne J. H.; Federmann, Lydia M.; Jockwitz, Christiane; Teumer, Alexander; Forstner, Andreas J.; Caspers, Svenja; Cichon, Sven; Plis, Sergey M.; Sarwate, Anand D.; Calhoun, Vince D.

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

HUMAN BRAIN MAPPING

IF3.3

2023-09-27

OAAI

Geenjaar, Eloy P. T.; Lewis, Noah L.; Fedorov, Alex; Wu, Lei; Ford, Judith M.; Preda, Adrian; Plis, Sergey M.; Calhoun, Vince D.

A deep learning approach to estimating initial conditions of Brain Network Models in reference to measured fMRI data

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-07-17

OAAI

Kashyap, Amrit; Plis, Sergey; Ritter, Petra; Keilholz, Shella

Interpreting models interpreting brain dynamics

SCIENTIFIC REPORTS

IF3.9

2022-07-21

OAAI

Rahman, Md Mahfuzur; Mahmood, Usman; Lewis, Noah; Gazula, Harshvardhan; Fedorov, Alex; Fu, Zening; Calhoun, Vince D.; Plis, Sergey M.

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

NETWORK NEUROSCIENCE

IF3.1

2022-07-01

OAAI

Falakshahi, Haleh; Rokham, Hooman; Fu, Zening; Iraji, Armin; Mathalon, Daniel H.; Ford, Judith M.; Mueller, Bryon A.; Preda, Adrian; van Erp, Theo G. M.; Turner, Jessica A.; Plis, Sergey; Calhoun, Vince D.

Statelets: Capturing recurrent transient variations in dynamic functional network connectivity

HUMAN BRAIN MAPPING

IF3.3

2022-03-11

OAAI

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

Privacy-preserving quality control of neuroimaging datasets in federated environments

HUMAN BRAIN MAPPING

IF3.3

2022-03-04

OAAI

Saha, Debbrata K.; Calhoun, Vince D.; Du, Yuhui; Fu, Zening; Kwon, Soo Min; Sarwate, Anand D.; Panta, Sandeep R.; Plis, Sergey M.

Deep Learning in Neuroimaging: Promises and challenges

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-03-01

OAAI

Yan, Weizheng; Qu, Gang; Hu, Wenxing; Abrol, Anees; Cai, Biao; Qiao, Chen; Plis, Sergey M.; Wang, Yu-Ping; Sui, Jing; Calhoun, Vince D.

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

HUMAN BRAIN MAPPING

IF3.3

2021-11-22

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.

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

NATURE COMMUNICATIONS

IF15.7

2021-01-13

121

OAAI

Abrol, Anees; Fu, Zening; Salman, Mustafa; Silva, Rogers; Du, Yuhui; Plis, Sergey; Calhoun, Vince

研究方向