Zidu Xu

According to our database, Zidu Xu authored at least 16 papers between 2021 and 2026.

Collaborative distances:

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

2026

Automating infection indicator extraction in home healthcare through instruction-tuned large language models.

Zidu Xu, Jiyoun Song, Shuang Zhou, Danielle Scharp, Mollie Hobensack, Yan Hu, Jingjing Shang, Maxim Topaz

J. Am. Medical Informatics Assoc., 2026

Developing and validating a sequence-aware deep learning model for infection risk prediction in home care.

Zidu Xu, Shuang Zhou, Jiyoun Song, David Russell, Maryam Zolnoori, Jingjing Shang, Maxim Topaz

Int. J. Medical Informatics, 2026

2025

Automating expert-level medical reasoning evaluation of large language models.

Shuang Zhou, Wenya Xie, Jiaxi Li, Zaifu Zhan, Meijia Song, Han Yang, Cheyenna Espinoza, Lindsay Welton, Xinnie Mai, Yanwei Jin, Zidu Xu, Yuen-Hei Chung, Yiyun Xing, Meng-Han Tsai, Emma Schaffer, Yucheng Shi, Ninghao Liu, Zirui Liu, Rui Zhang

npj Digit. Medicine, 2025

Uncertainty-aware large language models for explainable disease diagnosis.

Shuang Zhou, Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton, Jacob Cogan, Yuen-Hei Chung, Lei Tian, Zaifu Zhan, Yu Hou, Mingquan Lin, Genevieve B. Melton, Rui Zhang

npj Digit. Medicine, 2025

Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review.

Zidu Xu, Danielle Scharp, Mollie Hobensack, Jiancheng Ye, Jungang Zou, Sirui Ding, Jingjing Shang, Maxim Topaz

J. Am. Medical Informatics Assoc., 2025

Machine learning-based mortality prediction in critically ill patients with hypertension: comparative analysis, fairness, and interpretability.

Shenghan Zhang, Sirui Ding, Zidu Xu, Jiancheng Ye

Frontiers Artif. Intell., 2025

Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare.

Zidu Xu, Sasha Vergez, Elyas Esmaeili, Ali Zolnour, Krystal Anne Briggs, Jihye Kim Scroggins, Seyed Farid Hosseini Ebrahimabad, James M. Noble, Maxim Topaz, Suzanne Bakken, Kathryn H. Bowles, Ian Spens, Nicole Onorato, Sridevi Sridharan, Margaret V. McDonald, Maryam Zolnoori

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning.

Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz

J. Am. Medical Informatics Assoc., 2024

Large Language Models for Disease Diagnosis: A Scoping Review.

Shuang Zhou, Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan, Sirui Ding, Jiashuo Wang, Kaishuai Xu, Yi Fang, Liqiao Xia, Jeremy Yeung, Daochen Zha, Genevieve B. Melton, Mingquan Lin, Rui Zhang

CoRR, 2024

Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing.

Maxim Topaz, Maryam Zolnoori, Zidu Xu, Jiyoun Song

Proceedings of the Innovation in Applied Nursing Informatics, 2024

2023

ElCombo: Knowledge-based Personalized Meal Recommendation System for Chinese Community-dwelling Elders.

Zidu Xu, Jiao Li, Maxim Topaz

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

Exploring relationship between emotion and probiotics with knowledge graphs.

Yueping Sun, Jiao Li, Zidu Xu, Yan Liu, Li Hou, Zhisheng Huang

Health Inf. Sci. Syst., 2022

An efficient curriculum learning-based strategy for molecular graph learning.

Yaowen Gu, Si Zheng, Zidu Xu, Qijin Yin, Liang Li, Jiao Li

Briefings Bioinform., 2022

2021

COVID term: a bilingual terminology for COVID-19.

Hetong Ma, Liu Shen, Haixia Sun, Zidu Xu, Li Hou, Sizhu Wu, An Fang, Jiao Li, Qing Qian

BMC Medical Informatics Decis. Mak., 2021

Developing a Siamese Network for UTIs Risk Prediction in Immobile Patients Undergoing Stroke.

Zidu Xu, Chen Zhu, Yaowen Gu, Si Zheng, Xiangyu Sun, Jing Cao, Xinjuan Wu, Jiao Li

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

KGBReF: A Knowledge Graph based Biomedical Relation Extraction Framework.

Yueping Sun, Zhisheng Huang, Jiao Li, Zidu Xu, Li Hou

Proceedings of the ISAIMS 2021: 2nd International Symposium on Artificial Intelligence for Medicine Sciences, Beijing, China, October 29, 2021