GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs. - Pengcheng Jiang; Cao Xiao; Adam Cross; Jimeng Sun 001 (CoRR, 2023)

Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus. - Chaoqi Yang; Junyi Gao; Lucas Glass; Adam Cross; Jimeng Sun 001 (J. Am. Medical Informatics Assoc., 2023)

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs. - Pengcheng Jiang; Cao Xiao; Adam Cross; Jimeng Sun 001 (ICLR, 2024)

AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models. - Lang Cao; Jimeng Sun 001; Adam Cross (CoRR, 2024)

Pulmonary Acoustic Sensor Telemetry Array: A Prototype for Remote Monitoring, Diagnosis, and Prognostication of Pulmonary Sounds. - Md. Suruz Miah; Zuguang Liu; Colin Diercks; Connor Davey; Reid D. Jockisch; Adam Cross (IEEE Access, 2025)

Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes. - Dina Albassam; Adam Cross; Chengxiang Zhai (CoRR, 2025)

Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction. - Paul Landes; Jimeng Sun 001; Adam Cross (CoRR, 2025)

RDMA: Cost Effective Agent-Driven Rare Disease Discovery within Electronic Health Record Systems. - John Wu; Adam Cross; Jimeng Sun 001 (CoRR, 2025)