Yuzhang Xie

According to our database, Yuzhang Xie authored at least 16 papers between 2022 and 2026.

Collaborative distances:

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

2026

LLM-MINE: Large Language Model based Alzheimer's Disease and Related Dementias Phenotypes Mining from Clinical Notes.

Mingchen Shao, Yuzhang Xie, Carl Yang, Jiaying Lu

CoRR, March, 2026

Enhanced Atrial Fibrillation Prediction in ESUS Patients with Hypergraph-based Pre-training.

Yuzhang Xie, Yuhua Wu, Ruiyu Wang, Fadi B. Nahab, Xiao Hu, Carl Yang

CoRR, March, 2026

MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction.

Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang

CoRR, March, 2026

EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering for Enhanced Alignment and Reasoning.

Mingyang Wei, Dehai Min, Zewen Liu, Yuzhang Xie, Guanchen Wu, Carl Yang, Max S. Y. Lau, Qi He, Lu Cheng, Wei Jin

CoRR, January, 2026

2025

BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals.

Ruiyu Wang, Yuzhang Xie, Xiao Hu, Carl Yang, Jiaying Lu

CoRR, November, 2025

Towards Automatic Evaluation and Selection of PHI De-identification Models via Multi-Agent Collaboration.

Guanchen Wu, Zuhui Chen, Yuzhang Xie, Carl Yang

CoRR, October, 2025

KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs.

Yuzhang Xie, Hejie Cui, Ziyang Zhang, Jiaying Lu, Kai Shu, Fadi B. Nahab, Xiao-Hu Zhou, Carl Yang

CoRR, July, 2025

Preliminary analysis of the impact of lab results on large language model generated differential diagnoses.

Balu Bhasuran, Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa, Cindy Shavor, Wenshan Han, Zhiyong Lu, Zhe He

npj Digit. Medicine, 2025

HypKG: Hypergraph-Based Knowledge Graph Contextualization for Precision Healthcare.

Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang

Proceedings of the Semantic Web - ISWC 2025, 2025

Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes.

Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction.

Meng Lu, Yuzhang Xie, Zhenyu Bi, Shuxiang Cao, Xuan Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes.

Balu Bhasuran, Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa, Cindy Shavor, Zhiyong Lu, Zhe He

CoRR, 2024

Improving diagnosis and outcome prediction of gastric cancer via multimodal learning using whole slide pathological images and gene expression.

Yuzhang Xie, Qingqing Sang, Qian Da, Guoshuai Niu, Shijie Deng, Haoran Feng, Yunqin Chen, Yuan-Yuan Li, Bing-Ya Liu, Yang Yang, Wentao Dai

Artif. Intell. Medicine, 2024

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.

Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.

Ziyang Zhang, Hejie Cui, Ran Xu, Yuzhang Xie, Joyce C. Ho, Carl Yang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022

Survival Prediction for Gastric Cancer via Multimodal Learning of Whole Slide Images and Gene Expression.

Yuzhang Xie, Guoshuai Niu, Qian Da, Wentao Dai, Yang Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022