Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Paul M. Thompson

Paul M. Thompson

for the Alzheimer's Disease Neuroimaging Initiative

Incomplete Multimodal Learning for Complex Brain Disorders Prediction


May 25, 2023
Reza Shirkavand, Liang Zhan, Heng Huang, Li Shen, Paul M. Thompson

Add code


   Access Paper or Ask Questions

A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry


Mar 31, 2023
Jianfeng Wu, Yi Su, Yanxi Chen, Wenhui Zhu, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Paul M. Thompson, Junwen Wang, Yalin Wang

Add code


   Access Paper or Ask Questions

Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI


Mar 14, 2023
Nikhil J. Dhinagar, Vignesh Santhalingam, Katherine E. Lawrence, Emily Laltoo, Paul M. Thompson

Add code


   Access Paper or Ask Questions

Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection


Mar 14, 2023
Nikhil J. Dhinagar, Sophia I. Thomopoulos, Emily Laltoo, Paul M. Thompson

Add code


   Access Paper or Ask Questions

Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models


Mar 02, 2023
Umang Gupta, Tamoghna Chattopadhyay, Nikhil Dhinagar, Paul M. Thompson, Greg Ver Steeg, The Alzheimer's Disease Neuroimaging Initiative

Add code

* To appear at IEEE International Symposium on Biomedical Imaging 2023 (ISBI 2023). Code is available at https://github.com/umgupta/2d-slice-set-networks 

   Access Paper or Ask Questions

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection


Feb 27, 2023
Nikhil J. Dhinagar, Conor Owens-Walton, Emily Laltoo, Christina P. Boyle, Yao-Liang Chen, Philip Cook, Corey McMillan, Chih-Chien Tsai, J-J Wang, Yih-Ru Wu, Ysbrand van der Werf, Paul M. Thompson

Add code

* Accepted for publication at the 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 

   Access Paper or Ask Questions

Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding


Oct 28, 2022
Jianfeng Wu, Yi Su, Wenhui Zhu, Negar Jalili Mallak, Natasha Lepore, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

Add code

* 34 pages, 5 figures, 1 table, accepted by the Journal of Alzheimer's Disease 

   Access Paper or Ask Questions

Secure Federated Learning for Neuroimaging


May 11, 2022
Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, Jose Luis Ambite

Add code

* 10 pages, 7 figures, 2 tables 

   Access Paper or Ask Questions

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy


Oct 20, 2021
Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Lepore, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

Add code

* 10 pages, 5 figures, 17th International Symposium on Medical Information Processing and Analysis 

   Access Paper or Ask Questions

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption


Aug 07, 2021
Dimitris Stripelis, Hamza Saleem, Tanmay Ghai, Nikhil Dhinagar, Umang Gupta, Chrysovalantis Anastasiou, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, Jose Luis Ambite

Add code


   Access Paper or Ask Questions

1
2
3
>>