Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study TE Tan, A Anees, C Chen, S Li, X Xu, Z Li, Z Xiao, Y Yang, X Lei, M Ang, ... The Lancet Digital Health 3 (5), e317-e329, 2021 | 101 | 2021 |
DeepLensNet: deep learning automated diagnosis and quantitative classification of cataract type and severity TDL Keenan, Q Chen, E Agrón, YC Tham, JHL Goh, X Lei, YP Ng, Y Liu, ... Ophthalmology 129 (5), 571-584, 2022 | 40 | 2022 |
Deep supervised domain adaptation for pneumonia diagnosis from chest x-ray images Y Feng, X Xu, Y Wang, X Lei, SK Teo, JZT Sim, Y Ting, L Zhen, JT Zhou, ... IEEE Journal of Biomedical and Health Informatics 26 (3), 1080-1090, 2021 | 26 | 2021 |
Detecting visually significant cataract using retinal photograph-based deep learning YC Tham, JHL Goh, A Anees, X Lei, TH Rim, ML Chee, YX Wang, ... Nature aging 2 (3), 264-271, 2022 | 24 | 2022 |
Deep learning-based natural language processing in ophthalmology: applications, challenges and future directions LWY Yang, WY Ng, LL Foo, Y Liu, M Yan, X Lei, X Zhang, DSW Ting Current opinion in ophthalmology 32 (5), 397-405, 2021 | 23 | 2021 |
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis Y Feng, Z Wang, X Xu, Y Wang, H Fu, S Li, L Zhen, X Lei, Y Cui, JSZ Ting, ... Medical Image Analysis 83, 102664, 2023 | 16 | 2023 |
Overview of machine vision technology and its application F Duan, Y Wang, X Lei, L Wu, W Tan automation Expo 19 (3), 59-61, 2002 | 13 | 2002 |
Diagnostic performance of a deep learning model deployed at a national COVID-19 screening facility for detection of pneumonia on frontal chest radiographs JZT Sim, YH Ting, Y Tang, Y Feng, X Lei, X Wang, WX Chen, S Huang, ... Healthcare 10 (1), 175, 2022 | 10 | 2022 |
Development and testing of a multi-lingual Natural Language Processing-based deep learning system in 10 languages for COVID-19 pandemic crisis: A multi-center study LWY Yang, WY Ng, X Lei, SCY Tan, Z Wang, M Yan, MK Pargi, X Zhang, ... Frontiers in Public Health 11, 1063466, 2023 | 8 | 2023 |
mHealth app to facilitate remote care for patients with COVID-19: rapid development of the DrCovid+ app JPY Tan, MWJ Tan, RM Towle, JSW Lee, X Lei, Y Liu, RSM Goh, ... JMIR formative research 7, e38555, 2023 | 8 | 2023 |
Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs Y Feng, J Sim Zheng Ting, X Xu, C Bee Kun, E Ong Tien En, ... Diagnostics 13 (8), 1397, 2023 | 1 | 2023 |
Localizing anatomical landmarks in ocular images using zoom-in attentive networks X Lei, S Li, X Xu, H Fu, Y Liu, YC Tham, Y Feng, M Tan, Y Xu, JHL Goh, ... International Workshop on Ophthalmic Medical Image Analysis, 94-104, 2022 | 1 | 2022 |
Leveraging a Retinal-Based Foundation Model for Detection of Pathology Visual Impairment on Smaller Datasets YC Tham, J Goh, S Yew, X Lei, L Yong, CY Cheng Investigative Ophthalmology & Visual Science 65 (7), 4927-4927, 2024 | | 2024 |
Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy JHL Goh, E Ang, S Srinivasan, X Lei, J Loh, C Xue, X Xu, Y Liu, ... Ophthalmology Science, 100552, 2024 | | 2024 |
Agency for Science, Technology and Research, Singapore Fei Gao Feng Yang Jun Zhou L Zhen, Q Wei, R Shirota Filho, RSM Goh, RQ So, T Luo, X Lei, X Xu, ... | | 2024 |
Doctor buddy: An mHealth application to improve remote patient monitoring HJH Lim, JSW Lee, LL Low, Y Liu, X Lei 16 th Annual Conference on the Science of Dissemination and Implementation, 2023 | | 2023 |
Control for Chaotic Motion Using back Propagating Neural Network W TAN, Y WANG, X LEI Journal of Hunan University (Naturnal Science), 2002 | | 2002 |
Intelligent Tracking Development in Remote Image Monitoring and Controling System XF LEI, Y WANG Journal of Jishou University (Natural Sciences Edition) 22 (3), 30, 2001 | | 2001 |
Rapid development of an mHealth application to facilitate remote care for complex COVID-19 patients with NCDs JSW Lee, JPY Tan, X Lei, Y Liu, SMR Goh, T Choon, CEL Tan, FCP Tan, ... | | |