2 papers
cs.CY2025
Before the Clinic: Transparent and Operable Design Principles for Healthcare AI
Alexander Bakumenko, Aaron J. Masino, Janine Hoelscher
The translation of artificial intelligence (AI) systems into clinical practice requires bridging fundamental gaps between explainable AI theory, clinician expectations, and governa…
q-bio.GN2025
PhenoGnet: A Graph-Based Contrastive Learning Framework for Disease Similarity Prediction
Ranga Baminiwatte, Kazi Jewel Rana, Aaron J. Masino
Understanding disease similarity is critical for advancing diagnostics, drug discovery, and personalized treatment strategies. We present PhenoGnet, a novel graph-based contrastive…