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

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

Figure 1 for Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models

Figure 2 for Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models

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

* 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

Figure 1 for Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Figure 2 for Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Figure 3 for Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Figure 4 for Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

* 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

Figure 1 for Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding

Figure 2 for Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding

Figure 3 for Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding

Figure 4 for Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding

* 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

Figure 1 for Secure Federated Learning for Neuroimaging

Figure 2 for Secure Federated Learning for Neuroimaging

Figure 3 for Secure Federated Learning for Neuroimaging

Figure 4 for Secure Federated Learning for Neuroimaging

* 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

Figure 1 for Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Figure 2 for Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Figure 3 for Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Figure 4 for Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

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

Access Paper or Ask Questions