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ARVO Annual Meeting Abstract June 2023

Cascaded Defending and Detecting of Adversarial Attacks Against Deep Learning System in Ophthalmic Imaging

Wei Yan Ng; Yanyu Xu; Xinxing Xu; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):215.

ARVO Annual Meeting Abstract June 2023

Federated Machine Learning in Medical imaging and against Adversarial Attacks: A retrospective multicohort study

Zhen Ling Teo; Xiaoman Zhang; Ting Fang Tan; Narrendar Ravichandran; Liu Yong; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):546.

ARVO Annual Meeting Abstract June 2023

Deep learning algorithms for detection of diabetic macular edema requiring treatment from color fundus photographs

Tien-En Tan; Yi Pin Ng; Claire Calhoun; Xinxing Xu; Liu Yong; Rick SM Goh; Gavin Tan; Jennifer K Sun; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2648.

ARVO Annual Meeting Abstract June 2023

Developing continual learning based optical coherence tomography deep learning model for retinal pathologies

Liyuan Jin; Tanvi Verma; Jun Zhou; Jia Huang; Mingrui Tan; Benjamin Chen Ming Choong; Xinxing Xu; Liu Yong; Nan Liu; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3370.

ARVO Annual Meeting Abstract June 2023

Application of data-efficient generative techniques for Multi-Class Diabetic Retinopathy Classification

Melissa Du; Kabilan Elangovan; Gilbert Lim; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2670.

ARVO Annual Meeting Abstract June 2023

High Myopia Risk Profiling in Childhood: Artificial Intelligence Modality Integrating Fundus Imaging with Clinical Data

Li Lian Foo; Gilbert Lim; Daniel SW Ting; Seang-Mei Saw; Marcus Ang

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):5093.

ARVO Annual Meeting Abstract June 2021

A Multi-Task Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multi-Center Analysis

Carol Yim-lui Cheung; Fangyao Tang; Anran Ran; Gavin Siew Wei Tan; Daniel SW Ting; Haoyu Chen; Hongjie Ma; Shibo Tang; Theodore Leng; Schahrouz Kakavand; Suria S Mannil; Robert Chang; Gerald Liew; Bamini Gopinath; Tien Y Wong; Xi Wang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1033.

ARVO Annual Meeting Abstract June 2020

Artificial Intelligence-Assisted Diabetic Retinopathy Screening Program: A 5-year Bench to Bedside Translational Study

Daniel SW Ting; Valentina Bellemo; Haslina Hamzah; Hon Tym Wong; Colin Tan; Gavin SW Tan; Tien Yin Wong

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2052.

ARVO Annual Meeting Abstract June 2020

Deep learning for image-based detection of sight- and life-threatening Neuro-Ophthalmic conditions affecting the optic nerve head

Dan Milea; Raymond Najjar; Daniel SW Ting; Caroline Fajoles Vasseneix; Xinxing Xin; Shweta Singhal; Liu Yong; Nancy J Newman; Tien Yin Wong; Valerie Biousse

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4028.

ARVO Annual Meeting Abstract June 2020

'All-in-One' Screening for Pathology-Related Visual Impairment using Artificial Intelligence-Integrated Retinal Imaging.

Yih Chung Tham; Ayesha Anees; Yong Liu; Gabriel Tjio; Tyler Hyungtaek Rim; Simon Nusinovici; Daniel SW Ting; Charumathi Sabanayagam; Paul Mitchell; Jost Jonas; Tien Yin Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5151.

ARVO Annual Meeting Abstract July 2019

The Application of Deep Learning System to Screen for Diabetic Retinopathy in an Underprivileged African Population with Diabetes

Valentina Bellemo; Zhan Wei Lim; Gilbert Lim; Quang Nguyen; Michelle Y.T. Yip; Yuchen Xie; Xin Qi Lee; Haslina Hamzah; Jinyi Ho; Gavin Siew Wei Tan; Wynne Hsu; Mong Li Lee; Sobha Sivaprasad; Geeta Menon; Tien Yin Wong; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1439.

ARVO Annual Meeting Abstract July 2019

Artificial intelligence using a deep learning system with transfer learning to predict refractive error and myopic macular degeneration from color fundus photographs

Tien-En Tan; Daniel SW Ting; Yong Liu; Shaohua Li; Cheng Chen; Quang Nguyen; Chee Wai Wong; Quan V Hoang; Shu Yen Lee; Edmund Yick Mun Wong; Ian Yew San Yeo; Yee Ling Wong; Ching-Yu Cheng; Seang-Mei Saw; Gemmy Chui Ming Cheung; Tien Yin Wong

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1478.

ARVO Annual Meeting Abstract July 2019

Effect of Image Compression and Number of Fields on a Deep Learning System for Detection of Diabetic Retinopathy

Michelle Y.T. Yip; Gilbert Lim; Valentina Bellemo; Yuchen Xie; Xin Qi Lee; Quang Nguyen; Haslina Hamzah; Jinyi Ho; Charumathi Sabanayagam; Carol Yim-lui Cheung; Gavin Siew Wei Tan; Wynne Hsu; Mong Li Lee; Tien Yin Wong; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1438.

ARVO Annual Meeting Abstract July 2019

Cost-Effectiveness Analysis of an Artificial Intelligence-Assisted Deep Learning System Implemented in the National Tele-Medicine Diabetic Retinopathy Screening in Singapore

Yuchen Xie; Quang Nguyen; Valentina Bellemo; Michelle Y.T. Yip; Xin Qi Lee; Haslina Hamzah; Gilbert Lim; Wynne Hsu; Mong Li Lee; Jie Jin Wang; Ching-Yu Cheng; Eric Andrew Finkelstein; Ecosse Luc Lamoureux; Gavin Siew Wei Tan; Tien Yin Wong; Daniel SW Ting

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5471.

ARVO Annual Meeting Abstract June 2015

The Implementation Of Cataract Simulator To Improve Junior Ophthalmology Residents’ Confidence In Cataract Training

Daniel SW Ting; Mohamad Rosman; Ai Tee AW; Ian Yeo

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):131.

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