Madhur Nayan

According to our database, Madhur Nayan authored at least 2 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Context-aware deep learning using individualized prior information reduces false positives in disease risk prediction and longitudinal health assessment.

Lavanya Umapathy, Patricia M. Johnson, Tarun Dutt, Angela Tong, Madhur Nayan, Hersh Chandarana, Daniel K. Sodickson

CoRR, October, 2025

AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation.

Shalmali Joshi, Iñigo Urteaga, Wouter A. C. van Amsterdam, George Hripcsak, Pierre A. Elias, Benjamin R. C. Amor, Noémie Elhadad, James C. Fackler, Mark P. Sendak, Jenna Wiens, Kaivalya Deshpande, Yoav Wald, Madalina Fiterau, Zachary C. Lipton, Daniel Malinsky, Madhur Nayan, Hongseok Namkoong, Soojin Park, Julia E. Vogt, Rajesh Ranganath

J. Am. Medical Informatics Assoc., 2025