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9 Jun 2026
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BMRC
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Bioinformatics Institute
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Genomic landscape of drug binding and pharmacogenetic variation across diverse populations using SNPdrug3D (Pending publish)
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Ashar J. Malik,
Dimitar Kenanov,
Cheng-Shoong Chong,
Mert Burak Ozturk,
Qiqi Wang,
Hong-Yun Chang,
Maxime Hebrard,
Ying Swan Ho,
Zhenxun Wang,
Vachiranee Limviphuvadh,
Jhoann M. T. Miyajima,
Srinivasaraghavan Kannan,
Roberto Tirado Magallanes,
Xueling Sim,
Jin Fang Chai,
Sonia Davila,
Khung Keong Yeo,
Khai Pang Leong,
Liuh Ling Goh,
Neerja Karnani,
Johan Gunnar Eriksson,
Ching-Yu Cheng,
Tien Yin Wong,
Marie Loh,
Rinkoo Dalan,
Chiea Chuen Khor,
Guo-Liang Chew,
Weng Khong Lim,
Joanne Ngeow,
John C. Chambers,
E. Shyong Tai,
Nicolas Bertin,
Chris Soon Heng Tan,
Judice Koh,
Patrick Tan,
,
Tin Aung,
Claire Bellis,
Miao Ling Chee,
Paul Chung Pui Cheng,
Wen Jie Chew,
Calvin Woon Loong Chin,
Yap Seng Chong,
Stuart Alexander Cook,
Paul Eillot,
Johan G. Eriksson,
Peter D. Gluckman,
Pritesh Rajesh Jain,
Saumya S. Jamuar,
Justin Jeyakani,
Rodrigo Toro Jimenez,
Tat Hung Koh,
Eng Sing Lee,
Jimmy Lee,
Yung Seng Lee,
Hengtong Li,
Zhihui Li,
Chia Wei Lim,
Tock Han Lim,
Bitong Clarabelle Alexandrine Lin,
Jianjun Liu,
Dorrain Low,
Roberto-Tirado Magallanes,
Theresia Mina,
Shiqi Mok,
Hong Kiat Ng,
Jack Ling Ow,
Qingsheng Peng,
Shyam Prabhakar,
Chee Jian Pua,
Elio Riboli,
Charumathi Sabanayagam,
Nilanjana Sadhu,
Yee Yen Sia,
Wey Ching Sim,
Joanna Hui Juan Tan,
Erwin Tantoso,
Darwin Tay,
Yik Ying Teo,
Yih Chung Tham,
Li-xian Grace Toh,
Pi Kuang Tsai,
Rob M. van Dam,
Chandra Verma,
Xiaoyan Wang,
Can Can Xue,
Chengxi Yang,
Fabian Yap,
Chandra S. Verma,
Sebastian Maurer-Stroh
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Nature Communications
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1 Jul 2025
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SERC
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Institute of High Performance Computing
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Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model (Pending publish)
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Meng Wang,
Tian Lin,
Aidi Lin,
Kai Yu,
Yuanyuan Peng,
Lianyu Wang,
Cheng Chen,
Ke Zou,
Huiyu Liang,
Man Chen,
Xue Yao,
Meiqin Zhang,
Binwei Huang,
Chaoxin Zheng,
Peixin Zhang,
Wei Chen,
Yilong Luo,
Yifan Chen,
Honghe Xia,
Tingkun Shi,
Qi Zhang,
Jinming Guo,
Xiaolin Chen,
Jingcheng Wang,
Yih Chung Tham,
Dianbo Liu,
Wendy Wong,
Sahil Thakur,
Beau J. Fenner,
Danqi Fang,
Siying Liu,
Qingyun Liu,
Yuqiang Huang,
Hongqiang Zeng,
Yanda Meng,
Yukun Zhou,
Zehua Jiang,
Minghui Qiu,
Changqing Zhang,
Xinjian Chen,
Sophia Y. Wang,
Cecilia S. Lee,
Lucia Sobrin,
Carol Y. Cheung,
Chi Pui Pang,
Pearse A. Keane,
Ching-Yu Cheng,
Haoyu Chen,
Huazhu Fu
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Nature Communications
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20 May 2025
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SERC
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Institute of High Performance Computing
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Vision transformer-based stratification of pre/diabetic and pre/hypertensive patients from retinal photographs for 3PM applications
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Krithi Pushpanathan,
Yang Bai,
Xiaofeng Lei,
Jocelyn Hui Lin Goh,
Can Can Xue,
Samantha Min Er Yew,
Miaoli Chee,
Ten Cheer Quek,
Qingsheng Peng,
Zhi Da Soh,
Marco Chak Yan Yu,
Jun Zhou,
Yaxing Wang,
Jost B. Jonas,
Xiaofei Wang,
Xueling Sim,
E. Shyong Tai,
Charumathi Sabanayagam,
Rick Siow Mong Goh,
Yong Liu,
Ching-Yu Cheng,
Yih-Chung Tham
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EPMA Journal
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19 Dec 2024
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SERC
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Institute of High Performance Computing
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Enhancing AI reliability: A foundation model with uncertainty estimation for optical coherence tomography-based retinal disease diagnosis (Pending publish)
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Yuanyuan Peng,
Aidi Lin,
Meng Wang,
Tian Lin,
Linna Liu,
Jianhua Wu,
Ke Zou,
Tingkun Shi,
Lixia Feng,
Zhen Liang,
Tao Li,
Dan Liang,
Shanshan Yu,
Dawei Sun,
Jing Luo,
Ling Gao,
Xinjian Chen,
Binwei Huang,
Chaoxin Zheng,
Chuang Jin,
Dezhi Zheng,
Dingguo Huang,
Dongjie Li,
Guihua Zhang,
Hanfu Wu,
Honghe Xia,
Hongjie Lin,
Huiyu Liang,
Jingsheng Yi,
Jinqu Huang,
Juntao Liu,
Man Chen,
Qin Zeng,
Taiping Li,
Weiqi Chen,
Xia Huang,
Xiaolin Chen,
Xixuan Ke,
Xulong Liao,
Yifan Wang,
Yin Huang,
Yinglin Cheng,
Yinling Zhang,
Yongqun Xiong,
Yuqiang Huang,
Zhenggen Wu,
Zijing Huang,
Ching-Yu Cheng,
Huazhu Fu,
Haoyu Chen
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Cell Reports Medicine
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28 Nov 2024
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SERC
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Institute of High Performance Computing
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Deep Imbalanced Regression Model for Predicting Refractive Error from Retinal Photos (Pending publish)
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Samantha Min Er Yew,
Xiaofeng Lei,
Yibing Chen,
Jocelyn Hui Lin Goh,
Krithi Pushpanathan,
Can Can Xue,
Ya Xing Wang,
Jost B. Jonas,
Charumathi Sabanayagam,
Victor Teck Chang Koh,
Xinxing Xu,
Yong Liu,
Ching-Yu Cheng,
Yih-Chung Tham
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Ophthalmology Science
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4 Jul 2023
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SERC
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Institute of High Performance Computing
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Deep Learning-based Quantification of Anterior Segment OCT Parameters
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Zhi Da Soh,
Mingrui Tan,
Monisha Esther Nongpiur,
Marco Yu,
Chaoxu Qian,
Yih Chung Tham,
Victor Koh,
Tin Aung,
Xinxing Xu,
Yong Liu,
Ching-Yu Cheng
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Ophthalmology Science
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19 Jan 2023
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BMRC
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Bioinformatics Institute
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The Singapore National Precision Medicine Strategy
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Eleanor Wong,
Nicolas Bertin,
Maxime Hebrard,
Roberto Tirado-Magallanes,
Claire Bellis,
Weng Khong Lim,
Chee Yong Chua,
Philomena Mei Lin Tong,
Raymond Chua,
Kenneth Mak,
Tit Meng Lim,
Wei Yang Cheong,
Kwee Eng Thien,
Khean Teik Goh,
Jin-Fang Chai,
Jimmy Lee,
Joseph Jao-Yiu Sung,
Tien Yin Wong,
Calvin Woon Loong Chin,
Peter D. Gluckman,
Liuh Ling Goh,
Kenneth Hon Kim Ban,
Tin Wee Tan,
,
Rob M. van Dam,
Yik Ying Teo,
Marie Loh,
Paul Eillot,
Eng Sing Lee,
Joanne Ngeow,
Elio Riboli,
Rinkoo Dalan,
Irfahan Kassam,
Lakshmi Narayanan Lakshmanan,
Tock Han Lim,
Hong Kiat Ng,
Theresia Mina,
Darwin Tay,
Charumathi Sabanayagam,
Yih Chung Tham,
Tyler Rim,
Tin Aung,
Miao Ling Chee,
Hengtong Li,
Miao Li Chee,
Khung Keong Yeo,
Stuart Alexander Cook,
Chee Jian Pua,
Chengxi Yang,
Yap Seng Chong,
Johan Gunnar Eriksson,
Kok Hian Tan,
Fabian Yap,
Chia Wei Lim,
Pi Kuang Tsai,
Wen Jie Chew,
Wey Ching Sim,
Li-xian Grace Toh,
Clarabelle Bitong Lin,
Yee Yen Sia,
Tat Hung Koh,
Wee Yang Meah,
Joanna Hui Juan Tan,
Justin Jeyakani,
Jack Ow,
Shimin Ang,
Ashar J. Malik,
Dimitar Kenanov,
Xueling Sim,
Ching-Yu Cheng,
Sonia Davila,
Neerja Karnani,
Khai Pang Leong,
Jianjun Liu,
Shyam Prabhakar,
Sebastian Maurer-Stroh,
Chandra Shekhar Verma,
Pavitra Krishnaswamy,
Rick Siow Mong Goh,
Irenaeus Chia,
Clarissa Ho,
Doreen Low,
Suchin Virabhak,
Jacklyn Yong,
Weiling Zheng,
Shih Wee Seow,
Yee Kwang Seck,
Mingshi Koh,
John C. Chambers,
E. Shyong Tai,
Patrick Tan
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Nature Genetics
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15 Sep 2022
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BMRC
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Institute of Bioengineering and Bioimaging
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Haploinsufficiency of CYP8B1 associates with increased insulin sensitivity in humans
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Shiqi Zhong,
Raphael Chevre,
David Castaño Mayan,
Maria Corlianò,
Blake J. Cochran,
Kai Ping Sem,
Theo H. van Dijk,
Jianhe Peng,
Liang Juin Tan,
Siddesh V. Hartimath,
Boominathan Ramasamy,
Peter Cheng,
Albert K. Groen,
Folkert Kuipers,
Julian L. Goggi,
Chester Drum,
Rob M. van Dam,
Ru San Tan,
Kerry-Anne Rye,
Michael R. Hayden,
Ching-Yu Cheng,
Shaji Chacko,
Jason Flannick,
Xueling Sim,
Hong Chang Tan,
Roshni R. Singaraja
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Journal of Clinical Investigation
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14 Sep 2022
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SERC
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Institute of High Performance Computing
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Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks
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Xiaofeng Lei,
Shaohua Li,
Xinxing Xu,
Huazhu Fu,
Yong Liu,
Yih-Chung Tham,
Yangqin Feng,
Mingrui Tan,
Yanyu Xu,
Jocelyn Hui Lin Goh,
Rick Siow Mong Goh,
Ching-Yu Cheng
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Ophthalmic Medical Image Analysis (Lecture Notes in Computer Science)
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1 Sep 2022
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SERC
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Institute for Infocomm Research
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Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma
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Ashish Jith Sreejith Kumar,
Rachel S. Chong,
Jonathan G. Crowston,
Jacqueline Chua,
Inna Bujor,
Rahat Husain,
Eranga N. Vithana,
Michaël J. A. Girard,
Daniel S. W. Ting,
Ching-Yu Cheng,
Tin Aung,
Alina Popa-Cherecheanu,
Leopold Schmetterer,
Damon Wong
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JAMA Ophthalmology
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