Chao Deng

11 papers Journal 4Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive evaluation of large language models for information extraction from unstructured electronic health records in residential aged care. Comput. Biol. Medicine Dinithi S. Vithanage, Ping Yu, Qianqian Xie, Hua Xu, Lei Wang, Chao Deng
2025	J	`jnl`	Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches. J. Heal. Informatics Res. Dinithi S. Vithanage, Chao Deng, Lei Wang, Mengyang Yin, Mohammad Alkhalaf, Zhenyu Zhang, Yunshu Zhu, Ping Yu
2025	—	`conf`	Leveraging Retrieval Augmented Generation-Driven Large Language Models to Extract Dementia Agitation Symptoms and Triggers from Free-Text Nursing Notes. MedInfo Hengyi Zhang, Dinithi Vithanage, Ting Song, Chao Deng, Ping Yu
2025	—	`conf`	Pilot Application of a Large Language Model to Identify Hospitalisation from Unstructured Electronic Health Records in Residential Aged Care Facilities. MedInfo Mehtab Kiran Suddle, Ping Yu, Dinithi Vithanage, Chao Deng
2024	J	`jnl`	Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records. J. Biomed. Informatics Mohammad Alkhalaf, Ping Yu, Mengyang Yin, Chao Deng
2024	J	`jnl`	Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study. J. Heal. Informatics Res. Dinithi S. Vithanage, Ping Yu, Lei Wang, Chao Deng
2023	—	`conf`	Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing. MedInfo Dinithi Vithanage, Yunshu Zhu, Zhenyu Zhang, Chao Deng, Mengyang Yin, Ping Yu
2023	—	`conf`	Machine Learning Model to Extract Malnutrition Data from Nursing Notes. MedInfo Mohammad Alkhalaf, Mengyang Yin, Chao Deng, Hui-Chen (Rita) Chang, Ping Yu
2022	—	`conf`	Collisions-Free Consensus Tracking Control of Multi-Agent Systems under Unreliable Communication Topologies. ICCA Liwei An, Guang-Hong Yang, Chao Deng, Changyun Wen
2022	—	`conf`	Distributed Resilient Secondary Voltage Control for AC Microgrids Under DoS Attacks. ICCA Zhijie Lian, Changyun Wen, Fanghong Guo, Chao Deng
2021	—	`conf`	Predicting Readmission Following Hospital Treatment for Patients with Alcohol Related Diagnoses in an Australian Regional Health District. MedInfo Jingxiang Zhang, Siyu Qian, Guoxin Su, Chao Deng, Ping Yu