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Journal of Biomedical Informatics
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May 11, 2026
Optimising clinical information extraction: a comparative study of retrieval-augmented generation techniques in clinical notes
Hengyi Zhang, Dinithi Vithanage, Chao Deng, et al.
Journal of Healthcare Informatics Research
|
January 26, 2024
Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study
Dinithi Vithanage, Ping Yu, Lei Wang, et al.
Studies in Health Technology and Informatics
|
August 8, 2025
Pilot Application of a Large Language Model to Identify Hospitalisation from Unstructured Electronic Health Records in Residential Aged Care Facilities
Mehtab Kiran Suddle, Ping Yu, Dinithi Vithanage, et al.
Studies in Health Technology and Informatics
|
August 8, 2025
Leveraging Retrieval Augmented Generation-Driven Large Language Models to Extract Dementia Agitation Symptoms and Triggers from Free-Text Nursing Notes
Hengyi Zhang, Dinithi Vithanage, Ting Song, et al.
Computers in Biology and Medicine
|
August 31, 2025
A comprehensive evaluation of large language models for information extraction from unstructured electronic health records in residential aged care
Dinithi Vithanage, Ping Yu, Qianqian Xie, et al.
Studies in Health Technology and Informatics
|
January 25, 2024
Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing
Dinithi Vithanage, Yunshu Zhu, Zhenyu Zhang, et al.
Healthcare (Basel, Switzerland)
|
October 29, 2025
Fine-Tuning Large Language Models for Effective Nutrition Support in Residential Aged Care: A Domain Expertise Approach
Mohammad Alkhalaf, Dinithi Vithanage, Jun Shen, et al.
Journal of Healthcare Informatics Research
|
May 1, 2025
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches
Dinithi Vithanage, Chao Deng, Lei Wang, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 8) with videos related to
Sort By:
Page
of 1
Journal of Biomedical Informatics
|
May 11, 2026
Optimising clinical information extraction: a comparative study of retrieval-augmented generation techniques in clinical notes
Hengyi Zhang, Dinithi Vithanage, Chao Deng, et al.
Journal of Healthcare Informatics Research
|
January 26, 2024
Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study
Dinithi Vithanage, Ping Yu, Lei Wang, et al.
Studies in Health Technology and Informatics
|
August 8, 2025
Pilot Application of a Large Language Model to Identify Hospitalisation from Unstructured Electronic Health Records in Residential Aged Care Facilities
Mehtab Kiran Suddle, Ping Yu, Dinithi Vithanage, et al.
Studies in Health Technology and Informatics
|
August 8, 2025
Leveraging Retrieval Augmented Generation-Driven Large Language Models to Extract Dementia Agitation Symptoms and Triggers from Free-Text Nursing Notes
Hengyi Zhang, Dinithi Vithanage, Ting Song, et al.
Computers in Biology and Medicine
|
August 31, 2025
A comprehensive evaluation of large language models for information extraction from unstructured electronic health records in residential aged care
Dinithi Vithanage, Ping Yu, Qianqian Xie, et al.
Studies in Health Technology and Informatics
|
January 25, 2024
Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing
Dinithi Vithanage, Yunshu Zhu, Zhenyu Zhang, et al.
Healthcare (Basel, Switzerland)
|
October 29, 2025
Fine-Tuning Large Language Models for Effective Nutrition Support in Residential Aged Care: A Domain Expertise Approach
Mohammad Alkhalaf, Dinithi Vithanage, Jun Shen, et al.
Journal of Healthcare Informatics Research
|
May 1, 2025
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches
Dinithi Vithanage, Chao Deng, Lei Wang, et al.
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of 1