Sergey Plis

Affiliations

Joint (GSU/GaTech/Emory) Center for Transational Research in Neuroimaging and Data Science, Atlanta, GA, 30303, USA; The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106, USA.

Publications (22)

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

Journal of neuroscience methods

Avec: Anees Abrol , Manish Bhattarai , Alex Fedorov , Yuhui Du , Sergey Plis , Vince Calhoun , Auteur inconnu

Quantitative EEG Biomarkers for Mild Traumatic Brain Injury.

Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society

Avec: Jeffrey D Lewine , Sergey Plis , Alvaro Ulloa , Christopher Williams , Mark Spitz , John Foley , Kim Paulson , John Davis , Nitin Bangera , Travis Snyder , Lindell Weaver

Deep learning in resting-state fMRI

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Anees Abrol , Reihaneh Hassanzadeh , Sergey Plis , Vince Calhoun

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

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Xinhui Li , Eloy Geenjaar , Zening Fu , Sergey Plis , Vince Calhoun

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

Frontiers in neuroscience

Avec: Amrit Kashyap , Sergey Plis , Petra Ritter , Shella Keilholz

Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia.

IEEE transactions on bio-medical engineering

Avec: Haleh Falakshahi , Victor M Vergara , Jingyu Liu , Daniel H Mathalon , Judith M Ford , James Voyvodic , Bryon A Mueller , Aysenil Belger , Sarah McEwen , Steven G Potkin , Adrian Preda , Hooman Rokham , Jing Sui , Jessica A Turner , Sergey Plis , Vince D Calhoun

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

Nature communications

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

Fusing multimodal neuroimaging data with a variational autoencoder.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Eloy Geenjaar , Noah Lewis , Zening Fu , Rohan Venkatdas , Sergey Plis , Vince Calhoun

Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence.

JAMA neurology

Avec: Jesper Tveit , Harald Aurlien , Sergey Plis , Vince D Calhoun , William O Tatum , Donald L Schomer , Vibeke Arntsen , Fieke Cox , Firas Fahoum , William B Gallentine , Elena Gardella , Cecil D Hahn , Aatif M Husain , Sudha Kessler , Mustafa Aykut Kural , Fábio A Nascimento , Hatice Tankisi , Line B Ulvin , Richard Wennberg , Sándor Beniczky

Concurrent Cross-Sectional and Longitudinal Analyses of Multivariate White Matter Profiles and Clinical Functioning in Pre-Diagnosis Huntington Disease.

Journal of Huntington's disease

Avec: Jennifer A Ciarochi , Hans J Johnson , Vince D Calhoun , Jingyu Liu , Flor A Espinoza , Henry J Bockholt , Maria Misiura , Arvind Caprihan , Sergey Plis , Jane S Paulsen , Jessica A Turner , Auteur inconnu

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

Biological psychiatry. Cognitive neuroscience and neuroimaging

Avec: Hooman Rokham , Godfrey Pearlson , Anees Abrol , Haleh Falakshahi , Sergey Plis , Vince D Calhoun

Avec: Dylan Martin , Sunitha Basodi , Sandeep Panta , Kelly Rootes-Murdy , Paul Prae , Anand D Sarwate , Ross Kelly , Javier Romero , Bradley T Baker , Harshvardhan Gazula , Jeremy Bockholt , Jessica Turner , Nathalia B Esper , Alexandre R Franco , Sergey Plis , Vince D Calhoun

Avec: Dylan Martin , Sunitha Basodi , Sandeep Panta , Kelly Rootes-Murdy , Paul Prae , Anand D Sarwate , Ross Kelly , Javier Romero , Bradley T Baker , Harshvardhan Gazula , Jeremy Bockholt , Jessica A Turner , Nathalia B Esper , Alexandre R Franco , Sergey Plis , Vince D Calhoun

Réseau de co-auteurs

Vince Calhoun 9 collaborations

Vince D Calhoun 9 collaborations

Zening Fu 6 collaborations

Anees Abrol 4 collaborations

Jingyu Liu 4 collaborations

Jessica A Turner 4 collaborations

Harshvardhan Gazula 4 collaborations

Anand D Sarwate 4 collaborations

Haleh Falakshahi 3 collaborations

Hooman Rokham 3 collaborations

Kelly Rootes-Murdy 3 collaborations

Ross Kelly 3 collaborations

Sunitha Basodi 3 collaborations

Sandeep Panta 3 collaborations

Yuhui Du 2 collaborations

None None 2 collaborations

Eloy Geenjaar 2 collaborations

Daniel H Mathalon 2 collaborations

Judith M Ford 2 collaborations

Bryon A Mueller 2 collaborations

Adrian Preda 2 collaborations

Eric Verner 2 collaborations

Jessica Turner 2 collaborations

Usman Mahmood 2 collaborations

Dylan Martin 2 collaborations

Paul Prae 2 collaborations

Javier Romero 2 collaborations

Bradley T Baker 2 collaborations

Jeremy Bockholt 2 collaborations

Nathalia B Esper 2 collaborations

Alexandre R Franco 2 collaborations

David Danks 2 collaborations

Manish Bhattarai 1 collaboration

Alex Fedorov 1 collaboration

Jeffrey D Lewine 1 collaboration

Alvaro Ulloa 1 collaboration

Christopher Williams 1 collaboration

Mark Spitz 1 collaboration

John Foley 1 collaboration

Kim Paulson 1 collaboration

John Davis 1 collaboration

Nitin Bangera 1 collaboration

Travis Snyder 1 collaboration

Lindell Weaver 1 collaboration

Reihaneh Hassanzadeh 1 collaboration

Xinhui Li 1 collaboration

Amrit Kashyap 1 collaboration

Petra Ritter 1 collaboration

Shella Keilholz 1 collaboration

Victor M Vergara 1 collaboration

James Voyvodic 1 collaboration

Aysenil Belger 1 collaboration

Sarah McEwen 1 collaboration

Steven G Potkin 1 collaboration

Jing Sui 1 collaboration

Mustafa Salman 1 collaboration

Rogers Silva 1 collaboration

Noah Lewis 1 collaboration

Rohan Venkatdas 1 collaboration

Jesper Tveit 1 collaboration

Harald Aurlien 1 collaboration

William O Tatum 1 collaboration

Donald L Schomer 1 collaboration

Vibeke Arntsen 1 collaboration

Fieke Cox 1 collaboration

Firas Fahoum 1 collaboration

William B Gallentine 1 collaboration

Elena Gardella 1 collaboration

Cecil D Hahn 1 collaboration

Aatif M Husain 1 collaboration

Sudha Kessler 1 collaboration

Mustafa Aykut Kural 1 collaboration

Fábio A Nascimento 1 collaboration

Hatice Tankisi 1 collaboration

Line B Ulvin 1 collaboration

Richard Wennberg 1 collaboration

Sándor Beniczky 1 collaboration

Jennifer A Ciarochi 1 collaboration

Hans J Johnson 1 collaboration

Flor A Espinoza 1 collaboration

Henry J Bockholt 1 collaboration

Maria Misiura 1 collaboration

Arvind Caprihan 1 collaboration

Jane S Paulsen 1 collaboration

Godfrey Pearlson 1 collaboration

Thomas DeRamus 1 collaboration

Anand Sarwate 1 collaboration

Bishal Thapaliya 1 collaboration

Riyasat Ohib 1 collaboration

Eloy Geenjar 1 collaboration

Satrajit Ghosh 1 collaboration

Rajikha Raja 1 collaboration

Bhaskar Ray 1 collaboration

Armin Iraji 1 collaboration

Theo G M van Erp 1 collaboration

Kseniya Solovyeva 1 collaboration

Mohammadsajad Abavisani 1 collaboration

Ye Tao 1 collaboration

Sergey Plis

Affiliations

Publications (22)

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

Quantitative EEG Biomarkers for Mild Traumatic Brain Injury.

Deep learning in resting-state fMRI

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

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

Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia.

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

Fusing multimodal neuroimaging data with a variational autoencoder.

Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence.

Concurrent Cross-Sectional and Longitudinal Analyses of Multivariate White Matter Profiles and Clinical Functioning in Pre-Diagnosis Huntington Disease.

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

Federated Analysis of Neuroimaging Data: A Review of the Field.

Efficient Federated Learning for distributed NeuroImaging Data.

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

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

Amalgamating evidence of dynamics.

Decentralized Brain Age Estimation Using MRI Data.

GLACIER: GLASS-BOX TRANSFORMER FOR INTERPRETABLE DYNAMIC NEUROIMAGING.

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

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

Causal Learning through Deliberate Undersampling.

Privacy-Preserving Visualization of Brain Functional Connectivity.

Réseau de co-auteurs