PRedictive Intelligence in MEdicine. PRIME (Workshop)

Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging.

Pub Date : 2025-01-01 DOI: 10.1007/978-3-031-74561-4_3 Magdalini Paschali, Yu Hang Jiang, Spencer Siegel, Camila Gonzalez, Kilian M Pohl, Akshay Chaudhari, Qingyu Zhao

SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification.

Pub Date : 2023-10-01 DOI: 10.1007/978-3-031-46005-0_5 Michael S Yao, Allison Chae, Matthew T MacLean, Anurag Verma, Jeffrey Duda, James C Gee, Drew A Torigian, Daniel Rader, Charles E Kahn, Walter R Witschey, Hersh Sagreiya

Imputing Brain Measurements Across Data Sets via Graph Neural Networks.

Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-46005-0_15 Yixin Wang, Wei Peng, Susan F Tapert, Qingyu Zhao, Kilian M Pohl