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Jin Liyuan
Jin Liyuan
SingHealth
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Title
Cited by
Cited by
Year
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
452023
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
362024
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
352020
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
302024
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
202019
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
142024
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
132024
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
122023
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
102023
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
82024
Vision language models in ophthalmology
G Lim, K Elangovan, L Jin
Current Opinion in Ophthalmology 35 (6), 487-493, 2024
12024
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
12024
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
12024
Large Language Models in Randomized Controlled Trials Design
N Liu, L Jin, JCL Ong, E Kabilan, Y Ke, A Pyle, D Ting
12024
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
12023
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
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