2 papers
eess.IV2024
PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning
Sarang Galada, Tanurima Halder, Kunal Deo +2
Multi-site MRI studies often suffer from site-specific variations arising from differences in methodology, hardware, and acquisition protocols, thereby compromising accuracy and re…
eess.IV2024
One Shot GANs for Long Tail Problem in Skin Lesion Dataset using novel content space assessment metric
Kunal Deo, Deval Mehta, Kshitij Jadhav
Long tail problems frequently arise in the medical field, particularly due to the scarcity of medical data for rare conditions. This scarcity often leads to models overfitting on s…