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Kabilan Elangovan
Kabilan Elangovan
AI Research Scientist, SingHealth
在 singhealth.com.sg 的电子邮件经过验证
标题
引用次数
引用次数
年份
Large language models in medicine
AJ Thirunavukarasu, DSJ Ting, K Elangovan, L Gutierrez, TF Tan, ...
Nature medicine 29 (8), 1930-1940, 2023
8312023
Democratizing artificial intelligence imaging analysis with automated machine learning: tutorial
AJ Thirunavukarasu, K Elangovan, L Gutierrez, Y Li, I Tan, PA Keane, ...
Journal of Medical Internet Research 25, e49949, 2023
72023
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
32024
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
22024
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
22024
Comparative analysis of diagnostic imaging models built with automated machine learning
A Thirunavukarasu, K Elangovan, L Gutierrez, D Ting
Future Healthcare Journal 10 (Suppl 3), 21, 2023
12023
A comparative study of an on premise AutoML solution for medical image classification
K Elangovan, G Lim, D Ting
Scientific Reports 14 (1), 10483, 2024
2024
Large Language Models in Randomized Controlled Trials Design
N Liu, L Jin, JCL Ong, E Kabilan, Y Ke, A Pyle, D Ting
2024
Clinical performance of automated machine learning: a systematic review
AJ Thirunavukarasu, K Elangovan, L Gutierrez, R Hassan, Y Li, TF Tan, ...
Annals-Academy of Medicine Singapore 53 (3), 2023.10. 26.23297599, 2024
2024
Medical Image Classification with On-Premise AutoML: Unveiling Insights through Comparative Analysis
K Elangovan, G Lim, D Ting
2023
Application of data-efficient generative techniques for Multi-Class Diabetic Retinopathy Classification
M Du, K Elangovan, G Lim, DSW Ting
Investigative Ophthalmology & Visual Science 64 (8), 2670-2670, 2023
2023
Detecting gonioscopic-defined primary angle closure in automated and circumferential gonioscope images using deep learning (DL)
L Gutierrez, K Elangovan, N Porporato, DSW Ting
Investigative Ophthalmology & Visual Science 64 (8), 1101-1101, 2023
2023
Large language models in medicine: current potential and opportunities for development
AJ Thirunavukarasu, DSJ Ting, K Elangovan, L Gutierrez, TF Tan, ...
Nature Research, 2023
2023
A vision system for detection of construction materials
K Elangovan
Nanyang Technological University, 2020
2020
Development and Testing of Retrieval Augmented Generation in Large Language Models
YH Ke, L Jin, K Elangovan, H Abdullah, N Liu, ATH Sia, CR Soh, ...
Available at SSRN 4719185, 0
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