Satrajit Chakrabarty

deep learning

machine learning

CNN

Segmentation

detection

and classification of medical images

Clinical integration

workflow optimization

and real-world deployment

Transfer learning

domain adaptation

and learning with limited or noisy labels

Generative AI and diffusion models for imaging

Foundation and large vision–language models for healthcare

Robust validation and benchmarking across radiology

Segment Anything Model

SAM

SAM 2

neuro-oncology

brain tumor

brain metastasis

glioma