Selected Publications

My recent research publications span the dynamic intersection of Medical Imaging and Machine Learning, with a particular emphasis on Synthetic Medical Imaging. This work addresses key challenges such as data scarcity and patient privacy, offering innovative approaches to generate high-quality synthetic medical images for healthcare applications. Additionally, my research delves into advanced image segmentation techniques and histopathology, contributing to more accurate diagnostic tools and automated analysis in medical settings.

Beyond imaging, I have explored new frontiers in healthcare by leveraging sound data to extract voice biomarkers. This research focuses on analyzing acoustic patterns from patient data to uncover potential biomarkers for various medical conditions, opening up novel avenues for non-invasive diagnostics.
These publications reflect my ongoing commitment to advancing AI-driven solutions in healthcare, aimed at improving patient outcomes and streamlining drug development processes.