Blogs

A space for sharing my research reflections, demystifying techniques at all levels with straightforward explanations.
I hope you benefit from these posts—disclaimer: these are my personal takes.

Generative Models in Medical Imaging Need More Than Realism

Three lenses on generative medical imaging: causal intervention, grounded explanation, and clinically meaningful evaluation

Medical Image Analysis

GenAI

MOVAL: Estimating Performance for Safe Deployment of Machine Learning Models

A Python package for assessing model performance in the absence of ground truth labels

AI Safety

Python