Ph.D. GalleryBadhan Kumar Das
Flexible Deep Learning Frameworks for Heterogeneous 3D Brain Magnetic Resonance Imaging Deep learning has become widely used in medical imaging to improve diagnostic accuracy, but real-world clinical data is messy: imaging protocols, modalities, and scanner settings all vary across institutions. Radiologists handle this variability naturally, but most AI systems are built around fixed input formats, […]Flexible Deep Learning Frameworks for Heterogeneous 3D Brain Magnetic Resonance Imaging Deep learning has become widely used in medical imaging to improve diagnostic accuracy, but real-world clinical data is messy: imaging protocols, modalities, and scanner settings all vary across institutions. Radiologists handle this variability naturally, but most AI systems are built around fixed input formats, […]
