Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer's disease, mild cognitive impairment, and healthy aging, from T1-weighted brain structural MRI
Chattopadhyay, Tamoghna, Ozarkar, Saket S, Buwa, Ketaki, Joshy, Neha Ann, Komandur, Dheeraj, Naik, Jayati, Thomopoulos, Sophia I, Ver Steeg, Greg, Ambite, Jose Luis, Thompson, Paul M
Published in Frontiers in neuroscience (02.07.2024)
Published in Frontiers in neuroscience (02.07.2024)
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Journal Article
Evaluating Synthetic Diffusion MRI Maps created with Diffusion Denoising Probabilistic Models
Chattopadhyay, Tamoghna, Ozarkar, Saket S, Jagad, Chirag, Joshy, Neha Ann, Buwa, Ketaki, Thomopoulos, Sophia I, Villalón-Reina, Julio E, Thompson, Paul M
Published in bioRxiv (07.11.2024)
Published in bioRxiv (07.11.2024)
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Journal Article
Predicting Brain Amyloid Positivity from T1 weighted brain MRI and MRI-derived Gray Matter, White Matter and CSF maps using Transfer Learning on 3D CNNs
Chattopadhyay, Tamoghna, Ozarkar, Saket S, Buwa, Ketaki, Thomopoulos, Sophia I, Thompson, Paul M
Published in bioRxiv : the preprint server for biology (16.02.2023)
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Published in bioRxiv : the preprint server for biology (16.02.2023)
Journal Article
Can Structural MRIs be used to Detect Amyloid Positivity using Deep Learning?
Chattopadhyay, Tamoghna, Komandur, Dheeraj, Naik, Jayati, Buwa, Ketaki, Ozarkar, Saket S., Thomopoulos, Sophia I., Thompson, Paul M.
Published in 2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM) (15.11.2023)
Published in 2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM) (15.11.2023)
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Conference Proceeding
Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts
Chattopadhyay, Tamoghna, Joshy, Neha Ann, Ozarkar, Saket S, Buwa, Ketaki, Feng, Yixue, Laltoo, Emily, Thomopoulos, Sophia I, Villalon, Julio E, Joshi, Himanshu, Venkatasubramanian, Ganesan, John, John P, Thompson, Paul M
Published in bioRxiv : the preprint server for biology (06.02.2024)
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Published in bioRxiv : the preprint server for biology (06.02.2024)
Journal Article
Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis
Dhinagar, Nikhil J, Singh, Amit, Ozarkar, Saket, Buwa, Ketaki, Thomopoulos, Sophia I, Owens-Walton, Conor, Laltoo, Emily, Chen, Yao-Liang, Cook, Philip, McMillan, Corey, Tsai, Chih-Chien, Wang, J-J, Wu, Yih-Ru, Thompson, Paul M
Year of Publication 08.09.2023
Year of Publication 08.09.2023
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Journal Article
Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts
Chattopadhyay, Tamoghna, Joshy, Neha Ann, Ozarkar, Saket S, Buwa, Ketaki S, Feng, Yixue, Laltoo, Emily, Thomopoulos, Sophia I, Villalon-Reina, Julio E, Joshi, Himanshu, Venkatasubramanian, Ganesan, John, John P, Thompson, Paul M
Published in bioRxiv (06.02.2024)
Published in bioRxiv (06.02.2024)
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Paper
Predicting Brain Amyloid Positivity from T1 weighted brain MRI and MRI-derived Gray Matter, White Matter and CSF maps using Transfer Learning on 3D CNNs
Chattopadhyay, Tamoghna, Ozarkar, Saket S, Buwa, Ketaki, Thomopoulos, Sophia I, Thompson, Paul M
Published in bioRxiv (16.02.2023)
Published in bioRxiv (16.02.2023)
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Paper
Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis
Dhinagar, Nikhil J, Singh, Amit, Ozarkar, Saket, Buwa, Ketaki, Thomopoulos, Sophia I, Owens-Walton, Conor, Laltoo, Emily, Yao-Liang, Chen, Cook, Philip, McMillan, Corey, Chih-Chien Tsai, J-J, Wang, Wu, Yih-Ru, Thompson, Paul M
Published in arXiv.org (09.09.2023)
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Published in arXiv.org (09.09.2023)
Paper