Thomopoulos, Sophia I.
- Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
2022/06/16 by V. Belov, Belov, Vladimir, Tracy Erwin-Grabner +129 · 1 citation
Medicine · Neuroscience · #FOS: Biological sciences #Functional Brain Connectivity Studies #Quantitative Methods (q-bio.QM) #Treatment of Major Depression
- Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection
2023/03/14 by Nikhil J. Dhinagar, Sophia I. Thomopoulos, Dhinagar, Nikhil J. +5 · 1 citation
Computer Science · Neuroscience · #AI in cancer detection #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis
2023/09/09 by Nikhil J. Dhinagar, Dhinagar, Nikhil J., Amit Singh +24 · 1 citation
Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Diffusion Bridge Models for 3D Medical Image Translation
2025/04/21 by Zhang, Shaorong, Chattopadhyay, Tamoghna, Thomopoulos, Sophia I. +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences