Abhijit Guha Roy

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Abhijit Guha Roy, Sailesh Conjeti, Sri Phani Krishna Karri et al. · Biomedical Optics Express · 2017 · 607 citations · Full text

Computing, Computer Science, Ophthalmology +17

Recalibrating Fully Convolutional Networks With Spatial and Channel “Squeeze and Excitation” Blocks

Abhijit Guha Roy, Nassir Navab, Christian Wachinger · IEEE Transactions on Medical Imaging · 2018 · 523 citations

Computing, Computer Science, Computer Vision +14

QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy

Abhijit Guha Roy, Sailesh Conjeti, Nassir Navab et al. · NeuroImage · 2018 · 261 citations · Full text

Medicine, Neuroscience, Radiology +17

Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

Shekoofeh Azizi, Laura Culp, Jan Freyberg et al. · Nature Biomedical Engineering · 2023 · 229 citations

Computing, Computer Science, Radiology +16

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl et al. · arXiv (Cornell University) · 2019 · 208 citations · Full text

Computing, Computer Science, Distributed Systems +14