Suria S. Mannil - Publications, H-index & Citations

Suria S. Mannil

Singapore National Eye Center

8H指数

22论文数

429被引数

收录论文 5

发表时间

Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning

BRITISH JOURNAL OF OPHTHALMOLOGY

IF3.5

2023-10-19

PREAI

Ran, An Ran; Wang, Xi; Chan, Poemen P.; Wong, Mandy O. M.; Yuen, Hunter; Lam, Nai Man; Chan, Noel C. Y.; Yip, Wilson W. K.; Young, Alvin L.; Yung, Hon-Wah; Chang, Robert T.; Mannil, Suria S.; Tham, Yih-Chung; Cheng, Ching-Yu; Wong, Tien Yin; Pang, Chi Pui; Heng, Pheng-Ann; Tham, Clement C.; Cheung, Carol Y.

Three-Dimensional Multi-Task Deep Learning Model to Detect Glaucomatous Optic Neuropathy and Myopic Features From Optical Coherence Tomography Scans: A Retrospective Multi-Centre Study 三维多任务深度学习模型检测青光眼性视神经病变和光学相干断层扫描的近视特征: 一项回顾性多中心研究

FRONTIERS IN MEDICINE

IF3

2022-06-15

OAAI

Ran, An Ran; Wang, Xi; Chan, Poemen P.; Chan, Noel C.; Yip, Wilson; Young, Alvin L.; Wong, Mandy O. M.; Yung, Hon-Wah; Chang, Robert T.; Mannil, Suria S.; Tham, Yih Chung; Cheng, Ching-Yu; Chen, Hao; Li, Fei; Zhang, Xiulan; Heng, Pheng-Ann; Tham, Clement C.; Cheung, Carol Y.

A Multitask Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multicenter Analysis

DIABETES CARE

IF16.6

2021-08-26

OAAI

Tang, Fangyao; Wang, Xi; Ran, An-Ran; Chan, Carmen K. M.; Ho, Mary; Yip, Wilson; Young, Alvin L.; Lok, Jerry; Szeto, Simon; Chan, Jason; Yip, Fanny; Wong, Raymond; Tang, Ziqi; Yang, Dawei; Ng, Danny S.; Chen, Li Jia; Brelen, Marten; Chu, Victor; Li, Kenneth; Lai, Tracy H. T.; Tan, Gavin S.; Ting, Daniel S. W.; Huang, Haifan; Chen, Haoyu; Ma, Jacey Hongjie; Tang, Shibo; Leng, Theodore; Kakavand, Schahrouz; Mannil, Suria S.; Chang, Robert T.; Liew, Gerald; Gopinath, Bamini; Lai, Timothy Y. Y.; Pang, Chi Pui; Scanlon, Peter H.; Wong, Tien Yin; Tham, Clement C.; Chen, Hao; Heng, Pheng-Ann; Cheung, Carol Y.

Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning 基于半监督联合结构和功能多任务学习的多中心青光眼OCT图像筛查

MEDICAL IMAGE ANALYSIS

IF11.8

2020-07-01

PREAI

Wang, Xi; Chen, Hao; Ran, An-Ran; Luo, Luyang; Chan, Poemen P.; Tham, Clement C.; Chang, Robert T.; Mannil, Suria S.; Cheung, Carol Y.; Heng, Pheng-Ann

Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis

LANCET DIGITAL HEALTH

IF24.1

2019-08-01

OAAI

Ran, An Ran; Cheung, Carol Y.; Wang, Xi; Chen, Hao; Luo, Lu-yang; Chan, Poemen P.; Wong, Mandy O. M.; Chang, Robert T.; Mannil, Suria S.; Young, Alvin L.; Yung, Hon-wah; Pang, Chi Pui; Heng, Pheng-Ann; Tham, Clement C.

研究方向