Artificial intelligence and digital health in global eye health: opportunities and challenges TF Tan, AJ Thirunavukarasu, L Jin, J Lim, S Poh, ZL Teo, M Ang, ... The Lancet Global Health 11 (9), e1432-e1443, 2023 | 45 | 2023 |
Development and Testing of Retrieval Augmented Generation in Large Language Models--A Case Study Report YH Ke, L Jin, K Elangovan, HR Abdullah, N Liu, ATH Sia, CR Soh, ... arXiv preprint arXiv:2402.01733, 2024 | 36 | 2024 |
Investigation of indigoidine synthetase reveals a conserved active-site base residue of nonribosomal peptide synthetase oxidases B Pang, Y Chen, F Gan, C Yan, L Jin, JW Gin, CJ Petzold, JD Keasling Journal of the American Chemical Society 142 (25), 10931-10935, 2020 | 35 | 2020 |
Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture ZL Teo, L Jin, N Liu, S Li, D Miao, X Zhang, WY Ng, TF Tan, DM Lee, ... Cell Reports Medicine 5 (2), 2024 | 30 | 2024 |
Context‐dependency of synthetic minimal promoters in driving gene expression: a case study L Jin, S Nawab, M Xia, X Ma, YX Huo Microbial Biotechnology 12 (6), 1476-1486, 2019 | 20 | 2019 |
Fine-tuning large language model (llm) artificial intelligence chatbots in ophthalmology and llm-based evaluation using GPT-4 TF Tan, K Elangovan, L Jin, Y Jie, L Yong, J Lim, S Poh, WY Ng, D Lim, ... arXiv preprint arXiv:2402.10083, 2024 | 14 | 2024 |
Comparison of the quality of discharge letters written by large language models and junior clinicians: Single-blinded study JYM Tung, SR Gill, GGR Sng, DYZ Lim, Y Ke, TF Tan, L Jin, K Elangovan, ... Journal of Medical Internet Research 26, e57721, 2024 | 13 | 2024 |
Privacy-preserving continual learning methods for medical image classification: a comparative analysis T Verma, L Jin, J Zhou, J Huang, M Tan, BCM Choong, TF Tan, F Gao, ... Frontiers in Medicine 10, 1227515, 2023 | 12 | 2023 |
Explainable artificial intelligence in ophthalmology TF Tan, P Dai, X Zhang, L Jin, S Poh, D Hong, J Lim, G Lim, ZL Teo, N Liu, ... Current opinion in ophthalmology 34 (5), 422-430, 2023 | 10 | 2023 |
Development and testing of a novel large language model-based clinical decision support systems for medication safety in 12 clinical specialties JCL Ong, L Jin, K Elangovan, GYS Lim, DYZ Lim, GGR Sng, Y Ke, ... arXiv preprint arXiv:2402.01741, 2024 | 8 | 2024 |
Vision language models in ophthalmology G Lim, K Elangovan, L Jin Current Opinion in Ophthalmology 35 (6), 487-493, 2024 | 1 | 2024 |
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness YH Ke, L Jin, K Elangovan, HR Abdullah, N Liu, ATH Sia, CR Soh, ... arXiv preprint arXiv:2410.08431, 2024 | 1 | 2024 |
Generative AI and Large Language Models in Reducing Medication Related Harm and Adverse Drug Events–A Scoping Review JC Ling Ong, C Michael, N Ng, K Elangovan, NY Ting Tan, L Jin, Q Xie, ... medRxiv, 2024.09. 13.24313606, 2024 | 1 | 2024 |
Large Language Models in Randomized Controlled Trials Design N Liu, L Jin, JCL Ong, E Kabilan, Y Ke, A Pyle, D Ting | 1 | 2024 |
Developing continual learning based optical coherence tomography deep learning model for retinal pathologies L Jin, T Verma, J Zhou, J Huang, M Tan, BCM Choong, X Xu, L Yong, ... Investigative Ophthalmology & Visual Science 64 (8), 3370-3370, 2023 | 1 | 2023 |
Vision-language large learning model, GPT4V, accurately classifies the Boston Bowel Preparation Scale score DYZ Lim, YB Tan, JRY Ho, S Carkarine, TWV Chew, Y Ke, JH Tan, TF Tan, ... BMJ Open Gastroenterology 12 (1), e001496, 2025 | | 2025 |
The role of wearable technology in home-based prehabilitation: a scoping review Y Ke, VYJ Tay, YH Leong, CJ Tan, PS Au-Yong, JXL Sim, ... British Journal of Anaesthesia 134 (1), 228-231, 2025 | | 2025 |
Real-world Deployment and Evaluation of PErioperative AI CHatbot (PEACH)--a Large Language Model Chatbot for Perioperative Medicine YH Ke, L Jin, K Elangovan, BWX Ong, CY Oh, J Sim, KWT Loh, CR Soh, ... arXiv preprint arXiv:2412.18096, 2024 | | 2024 |
Privacy-Preserving Technology Using Federated Learning and Blockchain in Protecting against Adversarial Attacks for Retinal Imaging ZL Teo, X Zhang, Y Yang, L Jin, C Zhang, SSJ Poh, W Yu, Y Chen, ... Ophthalmology, 2024 | | 2024 |
Lightweight Large Language Model for Medication Enquiry: Med-Pal K Elangovan, JCL Ong, L Jin, BJJ Seng, YH Kwan, LS Tan, RJ Zhong, ... arXiv preprint arXiv:2407.12822, 2024 | | 2024 |