| 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, 104662, 2024 | 22 | 2024 |
| A review of the application of machine learning in adult obesity studies M Alkhalaf, P Yu, J Shen, C Deng Applied Computing and Intelligence 2 (1), 32-48, 2022 | 20 | 2022 |
| Agitation prevalence in people with dementia in australian residential aged care facilities: Findings from machine learning of electronic health records Y Zhu, T Song, Z Zhang, C Deng, M Alkhalaf, W Li, M Yin, HC Chang, ... Journal of gerontological nursing 48 (4), 57-64, 2022 | 12 | 2022 |
| 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, W Wei, M Yin, C Deng, P Yu Technology and Health Care 31 (6), 2267-2278, 2023 | 5 | 2023 |
| Evaluating machine learning approaches for multi-label classification of unstructured electronic health records with a generative large language model D Vithanage, C Deng, L Wang, M Yin, M Alkhalaf, Z Zhang, Y Zhu, ... | 1 | 2024 |
| Machine Learning Model to Extract Malnutrition Data from Nursing Notes M Alkhalaf, M Yin, C Deng, HCR Chang, P Yu MEDINFO 2023: The Future Is Accessible, 1452-1453, 2024 | 1 | 2024 |
| Evaluating approaches of training a generative large language model for multi-label classification of unstructured electronic health records D Vithanage, C Deng, L Wang, M Yin, M Alkhalaf, Z Zhang, Y Zhu, ... medRxiv, 2024.06. 24.24309441, 2024 | | 2024 |
| Exploring Malnutrition in Residential Aged Care: A Study on Nursing Notes using Natural Language Processing and Large Language Models M Alkhalaf University of Wollongong, 2024 | | 2024 |
| Fine-tuning large language models for effective nutrition support in residential aged care: a domain expertise approach M Alkhalaf, C Deng, HCR Chang, J Shen, P Yu medRxiv, 2024 | | 2024 |
