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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Nov 2024 SERC Institute of High Performance Computing  Deep Imbalanced Regression Model for Predicting Refractive Error from Retinal Photos (Pending publish) 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 Ophthalmology Science
23 Aug 2024 SERC Institute of High Performance Computing  A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Neural Networks
24 Oct 2023 SERC Institute of High Performance Computing  Uncertainty-inspired open set learning for retinal anomaly identification Meng Wang, Tian Lin, Lianyu Wang, Aidi Lin, Ke Zou, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Qingquan Meng, Yiming Qian, Guoyao Deng, Zhiqun Wu, Junhong Chen, Jianhong Lin, Mingzhi Zhang, Weifang Zhu, Changqing Zhang, Daoqiang Zhang, Rick Siow Mong Goh, Yong Liu, Chi Pui Pang, Xinjian Chen, Haoyu Chen, Huazhu Fu Nature Communications
30 Sep 2023 SERC Institute of High Performance Computing  Minimal-Supervised Medical Image Segmentation via Vector Quantization Memory Yanyu Xu, Menghan Zhou, Yangqin Feng, Xinxing Xu, Huazhu Fu, Rick Siow Mong Goh, Yong Liu Lecture Notes in Computer Science
30 Sep 2023 SERC Institute of High Performance Computing  Category-Independent Visual Explanation for Medical Deep Network Understanding Yiming Qian, Liangzhi Li, Huazhu Fu, Meng Wang, Qingsheng Peng, Yih Chung Tham, Chingyu Cheng, Yong Liu, Rick Siow Mong Goh, Xinxing Xu Lecture Notes in Computer Science
17 Jul 2023 SERC Institute of High Performance Computing  Federated benchmarking of medical artificial intelligence with MedPerf Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson Nature Machine Intelligence
4 Jul 2023 SERC Institute of High Performance Computing  Deep Learning-based Quantification of Anterior Segment OCT Parameters 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 Ophthalmology Science
12 Apr 2023 SERC Institute of High Performance Computing  Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs Yangqin Feng, Jordan Sim Zheng Ting, Xinxing Xu, Chew Bee Kun, Edward Ong Tien En, Hendra Irawan Tan Wee Jun, Yonghan Ting, Xiaofeng Lei, Wen-Xiang Chen, Yan Wang, Shaohua Li, Yingnan Cui, Zizhou Wang, Liangli Zhen, Yong Liu, Rick Siow Mong Goh, Cher Heng Tan Diagnostics
31 Jan 2023 SERC Institute of High Performance Computing  Deep Learning System Outperforms Clinicians in Identifying Optic Disc Abnormalities Caroline Vasseneix, Simon Nusinovici, Xinxing Xu, Jeong-Min Hwang, Steffen Hamann, John J. Chen, Jing Liang Loo, Leonard Milea, Kenneth B.K. Tan, Daniel S.W. Ting, Yong Liu, Nancy J. Newman, Valerie Biousse, Tien Ying Wong, Dan Milea, Raymond P. Najjar, Journal of Neuro-Ophthalmology
24 Sep 2022 SERC Institute of High Performance Computing  SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks Manna Dai, Yang Jiang, Feng Yang, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Applied Soft Computing