neuroneural | Sergey Plis, Ph.D.

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Advanced Machine Learning

Advanced Machine Learning

| Apr 23, 2021 | Classes

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Causal Learning through Deliberate Undersampling

Causal Learning through Deliberate Undersampling

Sergey Plis | Feb 20, 2023 | Publications

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Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes

Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer’s phenotypes

Sergey Plis | Sep 7, 2022 | Publications

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Pipeline-Invariant Representation Learning for Neuroimaging

Pipeline-Invariant Representation Learning for Neuroimaging

Sergey Plis | Aug 27, 2022 | Publications

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Interpreting models interpreting brain dynamics

Interpreting models interpreting brain dynamics

Sergey Plis | Jul 21, 2022 | Publications

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Mind the gap: functional network connectivity interpolation between schizophrenia patients and controls using a variational autoencoder

Mind the gap: functional network connectivity interpolation between schizophrenia patients and controls using a variational autoencoder

Sergey Plis | Jul 11, 2022 | Publications

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Constraint-Based Causal Structure Learning from Undersampled Graphs

Constraint-Based Causal Structure Learning from Undersampled Graphs

Sergey Plis | May 18, 2022 | Publications

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Deep learning in neuroimaging: Promises and challenges

Deep learning in neuroimaging: Promises and challenges

Sergey Plis | Feb 24, 2022 | Publications

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Introduction to Deep Learning

| Feb 14, 2022 | Classes

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

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

Sergey Plis | Jan 1, 2022 | Publications

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Single-shot pruning for offline reinforcement learning

Single-shot pruning for offline reinforcement learning

Sergey Plis | Dec 31, 2021 | Publications

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Federated analysis of neuroimaging data: A review of the field

Federated analysis of neuroimaging data: A review of the field

Sergey Plis | Nov 22, 2021 | Publications

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Tracking whole-brain connectivity dynamics in the resting state

Tracking whole-brain connectivity dynamics in the resting state

Sergey Plis | Mar 1, 2014 | Publications

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Geometrically Guided Saliency Maps

Authors : Md Mahfuzur Rahman, Noah Lewis, Sergey Plis Publication date : 2014/3/1

Sergey Plis | Mar 5, 2022 | Publications

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

Authors : Shile Qi, Rogers F Silva, Daoqiang Zhang, Sergey M Plis, Robyn Miller, Victor M Vergara, …

Sergey Plis | Mar 1, 2022 | Publications

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Deep learning in neuroimaging: Promises and challenges

Authors : Weizheng Yan, Gang Qu, Wenxing Hu, Anees Abrol, Biao Cai, Chen Qiao, Sergey M Plis, …

Sergey Plis | Feb 24, 2022 | Publications

Introduction to Deep Learning

Introduction to Deep Learning Welcome to the introduction to deep learning course!

| Feb 14, 2022 | Classes

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

Authors : Harshvardhan Gazula, Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Eric …

Sergey Plis | Jan 1, 2022 | Publications

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