[HTML][HTML] Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records
Background Malnutrition is a prevalent issue in aged care facilities (RACFs), leading to
adverse health outcomes. The ability to efficiently extract key clinical information from a large …
adverse health outcomes. The ability to efficiently extract key clinical information from a large …
[PDF][PDF] A review of the application of machine learning in adult obesity studies
In obesity studies, several researchers have been applying machine learning tools to identify
factors affecting human body weight. However, a proper review of strength, limitations and …
factors affecting human body weight. However, a proper review of strength, limitations and …
The beneficial role of proteolysis in skeletal muscle growth and stress adaptation
RAV Bell, M Al-Khalaf, LA Megeney - Skeletal muscle, 2016 - Springer
Muscle atrophy derived from excessive proteolysis is a hallmark of numerous disease
conditions. Accordingly, the negative consequences of skeletal muscle protein breakdown often …
conditions. Accordingly, the negative consequences of skeletal muscle protein breakdown often …
Insulin-like growth factor-binding protein-7 (IGFBP7) links senescence to heart failure
L Zhang, D Smyth, M Al-Khalaf, A Blet, Q Du… - Nature Cardiovascular …, 2022 - nature.com
Heart failure (HF) is a rising global cardiovascular epidemic driven by aging and chronic
inflammation. As elderly populations continue to increase, precision treatments for age-related …
inflammation. As elderly populations continue to increase, precision treatments for age-related …
Features of inflammatory heart reactions following mRNA COVID‐19 vaccination at a global level
L Chouchana, A Blet, M Al‐Khalaf… - Clinical …, 2022 - Wiley Online Library
Myocarditis and pericarditis may constitute adverse reactions of mRNA coronavirus disease
2019 (COVID‐19) vaccines. This study aimed to document these reactions and to assess …
2019 (COVID‐19) vaccines. This study aimed to document these reactions and to assess …
Malnutrition and its contributing factors for older people living in residential aged care facilities: Insights from natural language processing of aged care records
M Alkhalaf, Z Zhang, HC Chang… - … and Health Care, 2023 - journals.sagepub.com
BACKGROUND: Malnutrition is a serious health risk facing older people living in residential
aged care facilities. Aged care staff record observations and concerns about older people in …
aged care facilities. Aged care staff record observations and concerns about older people in …
Agitation prevalence in people with dementia in Australian residential aged care facilities: findings from machine learning of electronic health records
Using a suite of artificial intelligence technologies, the current study sought to determine the
prevalence of agitated behaviors in people with dementia in residential aged care facilities (…
prevalence of agitated behaviors in people with dementia in residential aged care facilities (…
Temporal activation of XRCC1-mediated DNA repair is essential for muscle differentiation
MH Al-Khalaf, LE Blake, BD Larsen, RA Bell… - Cell discovery, 2016 - nature.com
Transient DNA strand break formation has been identified as an effective means to enhance
gene expression in living cells. In the muscle lineage, cell differentiation is contingent upon …
gene expression in living cells. In the muscle lineage, cell differentiation is contingent upon …
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative …
…, C Deng, L Wang, M Yin, M Alkhalaf… - Journal of Healthcare …, 2025 - Springer
Abstract Information extraction (IE) of unstructured electronic health records is challenging
due to the semantic complexity of textual data. Generative large language models (LLMs) …
due to the semantic complexity of textual data. Generative large language models (LLMs) …
[HTML][HTML] Chromatin reorganization during myoblast differentiation involves the caspase-dependent removal of SATB2
RAV Bell, MH Al-Khalaf, S Brunette, D Alsowaida… - Cells, 2022 - mdpi.com
The induction of lineage-specific gene programs are strongly influenced by alterations in
local chromatin architecture. However, key players that impact this genome reorganization …
local chromatin architecture. However, key players that impact this genome reorganization …