Adam Cross

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MIMIC-RD: Can LLMs differentially diagnose rare diseases in real-world clinical settings?
CoRR
Zilal Eiz AlDin, John Wu, Jeffrey Paul Fung, Jennifer King, Mya Watts, Lauren ONeill, Adam Cross, Jimeng Sun
2026 J jnl
Social Determinants of Health Prediction for ICD-9 Code with Reasoning Models.
CoRR
Sharim Khan, Paul Landes, Adam Cross, Jimeng Sun
2025 — conf
A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare.
KDD (2)
Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang
2025 J jnl
Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction.
CoRR
Paul Landes, Jimeng Sun, Adam Cross
2025 J jnl
Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes.
CoRR
Dina Albassam, Adam Cross, ChengXiang Zhai
2025 J jnl
Pulmonary Acoustic Sensor Telemetry Array: A Prototype for Remote Monitoring, Diagnosis, and Prognostication of Pulmonary Sounds.
IEEE Access
Md. Suruz Miah, Zuguang Liu, Colin Diercks, Connor Davey, Reid D. Jockisch, Adam Cross
2025 J jnl
RDMA: Cost Effective Agent-Driven Rare Disease Discovery within Electronic Health Record Systems.
CoRR
John Wu, Adam Cross, Jimeng Sun
2024 J jnl
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models.
CoRR
Lang Cao, Jimeng Sun, Adam Cross
2024 A* conf
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs.
ICLR
Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun
2023 J jnl
GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs.
CoRR
Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun
2023 J jnl
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus.
J. Am. Medical Informatics Assoc.
Chaoqi Yang, Junyi Gao, Lucas Glass, Adam Cross, Jimeng Sun