Vishnu Bashyam

Affiliations

Center for Biomedical Image Computing & Analytics, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, USA; Artificial Intelligence in Biomedical Imaging Lab (AIBIL), Department of Radiology, Perelman School of Medicine, University of Pennsylvania, USA.

Publications (9)

Accelerated brain aging mediates the association between psychological profiles and clinical pain in knee osteoarthritis.

The journal of pain

Avec: Pedro A Valdes-Hernandez , Alisa J Johnson , Soamy Montesino-Goicolea , Chavier Laffitte Nodarse , Vishnu Bashyam , Christos Davatzikos , Roger B Fillingim , Yenisel Cruz-Almeida

Applications of generative adversarial networks in neuroimaging and clinical neuroscience.

NeuroImage

Avec: Rongguang Wang , Vishnu Bashyam , Zhijian Yang , Fanyang Yu , Vasiliki Tassopoulou , Sai Spandana Chintapalli , Ioanna Skampardoni , Lasya P Sreepada , Dushyant Sahoo , Konstantina Nikita , Ahmed Abdulkadir , Junhao Wen , Christos Davatzikos

Brain-predicted age difference estimated using DeepBrainNet is significantly associated with pain and function-a multi-institutional and multiscanner study.

Pain

Avec: Pedro A Valdes-Hernandez , Chavier Laffitte Nodarse , Alisa J Johnson , Soamy Montesino-Goicolea , Vishnu Bashyam , Christos Davatzikos , Julio A Peraza , James H Cole , Zhiguang Huo , Roger B Fillingim , Yenisel Cruz-Almeida

Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias.

Human brain mapping

Avec: Robert J Jirsaraie , Tobias Kaufmann , Vishnu Bashyam , Guray Erus , Joan L Luby , Lars T Westlye , Christos Davatzikos , Deanna M Barch , Aristeidis Sotiras

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Avec: Monica Truelove-Hill , Guray Erus , Vishnu Bashyam , Erdem Varol , Chiharu Sako , Ruben C Gur , Raquel E Gur , Nikolaos Koutsouleris , Chuanjun Zhuo , Yong Fan , Daniel H Wolf , Theodore D Satterthwaite , Christos Davatzikos

NeuroSynth: MRI-Derived Neuroanatomical Generative Models and Associated Dataset of 18,000 Samples.

ArXiv

Avec: Sai Spandana Chintapalli , Rongguang Wang , Zhijian Yang , Vasiliki Tassopoulou , Fanyang Yu , Vishnu Bashyam , Guray Erus , Pratik Chaudhari , Haochang Shou , Christos Davatzikos

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan.

NeuroImage

Avec: Raymond Pomponio , Guray Erus , Mohamad Habes , Jimit Doshi , Dhivya Srinivasan , Elizabeth Mamourian , Vishnu Bashyam , Ilya M Nasrallah , Theodore D Satterthwaite , Yong Fan , Lenore J Launer , Colin L Masters , Paul Maruff , Chuanjun Zhuo , Henry Völzke , Sterling C Johnson , Jurgen Fripp , Nikolaos Koutsouleris , Daniel H Wolf , Raquel Gur , Ruben Gur , John Morris , Marilyn S Albert , Hans J Grabe , Susan M Resnick , R Nick Bryan , David A Wolk , Russell T Shinohara , Haochang Shou , Christos Davatzikos

Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma.

Scientific reports

Avec: Anahita Fathi Kazerooni , Sanjay Saxena , Erik Toorens , Danni Tu , Vishnu Bashyam , Hamed Akbari , Elizabeth Mamourian , Chiharu Sako , Costas Koumenis , Ioannis Verginadis , Ragini Verma , Russell T Shinohara , Arati S Desai , Robert A Lustig , Steven Brem , Suyash Mohan , Stephen J Bagley , Tapan Ganguly , Donald M O'Rourke , Spyridon Bakas , MacLean P Nasrallah , Christos Davatzikos

Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.

NeuroImage

Avec: Fengling Hu , Andrew A Chen , Hannah Horng , Vishnu Bashyam , Christos Davatzikos , Aaron Alexander-Bloch , Mingyao Li , Haochang Shou , Theodore D Satterthwaite , Meichen Yu , Russell T Shinohara

Réseau de co-auteurs

Christos Davatzikos 9 collaborations

Guray Erus 4 collaborations

Theodore D Satterthwaite 3 collaborations

Haochang Shou 3 collaborations

Russell T Shinohara 3 collaborations

Pedro A Valdes-Hernandez 2 collaborations

Alisa J Johnson 2 collaborations

Soamy Montesino-Goicolea 2 collaborations

Chavier Laffitte Nodarse 2 collaborations

Roger B Fillingim 2 collaborations

Yenisel Cruz-Almeida 2 collaborations

Rongguang Wang 2 collaborations

Zhijian Yang 2 collaborations

Fanyang Yu 2 collaborations

Vasiliki Tassopoulou 2 collaborations

Sai Spandana Chintapalli 2 collaborations

Chiharu Sako 2 collaborations

Nikolaos Koutsouleris 2 collaborations

Chuanjun Zhuo 2 collaborations

Yong Fan 2 collaborations

Daniel H Wolf 2 collaborations

Elizabeth Mamourian 2 collaborations

Ioanna Skampardoni 1 collaboration

Lasya P Sreepada 1 collaboration

Dushyant Sahoo 1 collaboration

Konstantina Nikita 1 collaboration

Ahmed Abdulkadir 1 collaboration

Junhao Wen 1 collaboration

Julio A Peraza 1 collaboration

James H Cole 1 collaboration

Zhiguang Huo 1 collaboration

Robert J Jirsaraie 1 collaboration

Tobias Kaufmann 1 collaboration

Joan L Luby 1 collaboration

Lars T Westlye 1 collaboration

Deanna M Barch 1 collaboration

Aristeidis Sotiras 1 collaboration

Monica Truelove-Hill 1 collaboration

Erdem Varol 1 collaboration

Ruben C Gur 1 collaboration

Raquel E Gur 1 collaboration

Pratik Chaudhari 1 collaboration

Raymond Pomponio 1 collaboration

Mohamad Habes 1 collaboration

Jimit Doshi 1 collaboration

Dhivya Srinivasan 1 collaboration

Ilya M Nasrallah 1 collaboration

Lenore J Launer 1 collaboration

Colin L Masters 1 collaboration

Paul Maruff 1 collaboration

Henry Völzke 1 collaboration

Sterling C Johnson 1 collaboration

Jurgen Fripp 1 collaboration

Raquel Gur 1 collaboration

Ruben Gur 1 collaboration

John Morris 1 collaboration

Marilyn S Albert 1 collaboration

Hans J Grabe 1 collaboration

Susan M Resnick 1 collaboration

R Nick Bryan 1 collaboration

David A Wolk 1 collaboration

Anahita Fathi Kazerooni 1 collaboration

Sanjay Saxena 1 collaboration

Erik Toorens 1 collaboration

Danni Tu 1 collaboration

Hamed Akbari 1 collaboration

Costas Koumenis 1 collaboration

Ioannis Verginadis 1 collaboration

Ragini Verma 1 collaboration

Arati S Desai 1 collaboration

Robert A Lustig 1 collaboration

Steven Brem 1 collaboration

Suyash Mohan 1 collaboration

Stephen J Bagley 1 collaboration

Tapan Ganguly 1 collaboration

Donald M O'Rourke 1 collaboration

Spyridon Bakas 1 collaboration

MacLean P Nasrallah 1 collaboration

Fengling Hu 1 collaboration

Andrew A Chen 1 collaboration

Hannah Horng 1 collaboration

Aaron Alexander-Bloch 1 collaboration

Mingyao Li 1 collaboration

Meichen Yu 1 collaboration