Mengyang Yin

According to our database, Mengyang Yin authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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 S. Vithanage, Chao Deng, Lei Wang, Mengyang Yin, Mohammad Alkhalaf, Zhenyu Zhang, Yunshu Zhu, Ping Yu

J. Heal. Informatics Res., June, 2025

2024

Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records.

Mohammad Alkhalaf, Ping Yu, Mengyang Yin, Chao Deng

J. Biomed. Informatics, 2024

2023

A Five-Step Workflow to Manually Annotate Unstructured Data into Training Dataset for Natural Language Processing.

Yunshu Zhu, Ting Song, Zhenyu Zhang, Mengyang Yin, Ping Yu

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing.

Dinithi Vithanage, Yunshu Zhu, Zhenyu Zhang, Chao Deng, Mengyang Yin, Ping Yu

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Machine Learning Model to Extract Malnutrition Data from Nursing Notes.

Mohammad Alkhalaf, Mengyang Yin, Chao Deng, Hui-Chen (Rita) Chang, Ping Yu

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023