User profiles for Mohammad Alkhalaf

Mohammad Al-Khalaf

- Verified email at bsci.com - Cited by 257

Mohammad Alkhalaf

- Verified email at qu.edu.sa - Cited by 67

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

M Alkhalaf, P Yu, M Yin, C Deng - Journal of biomedical informatics, 2024 - Elsevier
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 …

[PDF][PDF] A review of the application of machine learning in adult obesity studies

M Alkhalaf, P Yu, J Shen, C Deng - Applied Computing and …, 2022 - aimspress.com
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 …

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 …

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 …

Features of inflammatory heart reactions following mRNA COVID‐19 vaccination at a global level

L Chouchana, A Blet, M AlKhalaf… - 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 …

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 …

Agitation prevalence in people with dementia in Australian residential aged care facilities: findings from machine learning of electronic health records

…, T Song, Z Zhang, C Deng, M Alkhalaf… - Journal of …, 2022 - journals.healio.com
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 (…

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 …

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) …

[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 …