Roy, Abhijit Guha

Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Roy, A. G., Navab, N., & Wachinger, C. (2018) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 869

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

Roy, A. G., Navab, N., & Wachinger, C. (2019) · IEEE Transactions on Medical Imaging

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 534

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

Azizi, S., Culp, L., Freyberg, J., Mustafa, B., Baur, S., Kornblith, S., Chen, T., Tomasev, N., Mitrović, J., Strachan, P., et al. (2023) · Nature Biomedical Engineering

Domain Adaptation and Few-Shot LearningArtificial Intelligence in Healthcare and Education

Cited by 250

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

Roy, A. G., Siddiqui, S., Pölsterl, S., Navab, N., & Wachinger, C. (2019) · arXiv

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 212

Generative models improve fairness of medical classifiers under distribution shifts

Wiles, O., Albuquerque, I., Rebuffi, S.-A., Tanno, R., Roy, A. G., Azizi, S., Belgrave, D., Kohli, P., Cemgil, T., Karthikesalingam, A., et al. (2023) · Nature Medicine

Artificial Intelligence in Healthcare and EducationDomain Adaptation and Few-Shot Learning

Cited by 165

Generative models improve fairness of medical classifiers under distribution shifts

Ktena, I., Wiles, O., Albuquerque, I., Rebuffi, S.-A., Tanno, R., Roy, A. G., Azizi, S., Belgrave, D., Kohli, P., Cemgil, T., et al. (2024) · Nature Medicine

Artificial Intelligence in Healthcare and EducationDomain Adaptation and Few-Shot Learning

Cited by 165

Bayesian QuickNAT: model uncertainty in deep whole-brain segmentation for structure-wise quality control

Roy, A. G., Conjeti, S., Navab, N., & Wachinger, C. (2019) · NeuroImage

Medical Image Segmentation TechniquesBrain Tumor Detection and Classification

Cited by 137