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Amit Singh
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Author
Publications (2)
Proceedings Article | 3 April 2024 Poster + Paper
Video and synthetic MRI pre-training of 3D vision architectures for neuroimage analysis
Nikhil Dhinagar, Amit Singh, Saket Ozarkar, Ketaki Buwa, Sophia Thomopoulos, Conor Owens-Walton, Emily Laltoo, Yao-Liang Chen, Philip Cook, Corey McMillan, Chih-Chien Tsai, J-J Wang, Yih-Ru Wu, Paul Thompson
Proceedings Volume 12927, 129272B (2024) https://doi.org/10.1117/12.3008837
KEYWORDS: Magnetic resonance imaging, Brain, Neuroimaging, Video, Machine learning, Artificial intelligence
Proceedings Article | 6 March 2023 Paper
Predicting dementia severity by merging anatomical and diffusion MRI with deep 3D convolutional neural networks
Tamoghna Chattopadhyay, Amit Singh, Neha Ann Joshy, Sophia Thomopoulos, Talia Nir, Hong Zheng, Elnaz Nourollahimoghadam, Umang Gupta, Greg Ver Steeg, Neda Jahanshad, Paul Thompson
Proceedings Volume 12567, 125670C (2023) https://doi.org/10.1117/12.2669725
KEYWORDS: Brain, Magnetic resonance imaging, Data modeling, Education and training, Dementia, 3D modeling, Neuroimaging, Diffusion, Diffusion weighted imaging, Deep learning
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