3 papers
cs.CV2025
Benchmarking Federated Learning Frameworks for Medical Imaging Deployment: A Comparative Study of NVIDIA FLARE, Flower, and Owkin Substra
Riya Gupta, Alexander Chowdhury, Sahil Nalawade
Federated Learning (FL) has emerged as a transformative paradigm in medical AI, enabling collaborative model training across institutions without direct data sharing. This study be…
cs.CV2025
Foundation Models in Dermatopathology: Skin Tissue Classification
Riya Gupta, Yiwei Zong, Dennis H. Murphree
The rapid generation of whole-slide images (WSIs) in dermatopathology necessitates automated methods for efficient processing and accurate classification. This study evaluates the…
q-bio.BM2025
HemePLM-Diffuse: A Scalable Generative Framework for Protein-Ligand Dynamics in Large Biomolecular System
Rakesh Thakur, Riya Gupta
Comprehending the long-timescale dynamics of protein-ligand complexes is very important for drug discovery and structural biology, but it continues to be computationally challengin…