Mengyang Yin

Level 11/420 George St
Sydney, NSW 2000, Australia

Last Updated: 09/26/2026

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Found 11 publications

A Preliminary Approach to Fall Risk Assessment in Aged Care Facilities Using Generative AI Technologies.

A Preliminary Approach to Fall Risk Assessment in Aged Care Facilities Using Generative AI Technologies.

Journal: Studies in health technology and informatics

Published: July 16, 2026

Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches.

Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches.

Journal: Journal of healthcare informatics research

Published: May 17, 2024

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

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

Journal: Journal of biomedical informatics

Published: February 03, 2024

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

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

Journal: Studies in health technology and informatics

Published: January 25, 2024

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

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

Journal: Studies in health technology and informatics

Published: January 25, 2024

Machine Learning Model to Extract Malnutrition Data from Nursing Notes.

Machine Learning Model to Extract Malnutrition Data from Nursing Notes.

Journal: Studies in health technology and informatics

Published: January 25, 2024

Malnutrition and its contributing factors for older people living in residential aged care facilities: Insights from natural language processing of aged care records.

Malnutrition and its contributing factors for older people living in residential aged care facilities: Insights from natural language processing of aged care records.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine

Published: June 11, 2023

Developing an ontology of non-pharmacological treatment for emotional and mood disturbances in dementia.

Developing an ontology of non-pharmacological treatment for emotional and mood disturbances in dementia.

Journal: Scientific reports

Published: June 23, 2022

Developing an Intuitive Graph Representation of Knowledge for Nonpharmacological Treatment of Psychotic Symptoms in Dementia.

Developing an Intuitive Graph Representation of Knowledge for Nonpharmacological Treatment of Psychotic Symptoms in Dementia.

Journal: Journal of gerontological nursing

Published: March 28, 2022

Agitation Prevalence in People With Dementia in Australian Residential Aged Care Facilities: Findings From Machine Learning of Electronic Health Records.

Agitation Prevalence in People With Dementia in Australian Residential Aged Care Facilities: Findings From Machine Learning of Electronic Health Records.

Journal: Journal of gerontological nursing

Published: March 28, 2022

Developing an ontology for representing the domain knowledge specific to non-pharmacological treatment for agitation in dementia.

Developing an ontology for representing the domain knowledge specific to non-pharmacological treatment for agitation in dementia.

Journal: Alzheimer's & dementia (New York, N. Y.)

Published: February 24, 2020

Showing 1-11 of 11

Last Updated: 09/26/2026