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11 Jan 2024
SERC
Institute of High Performance Computing
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis
(Pending publish)
Yan Wang,
Liangli Zhen,
Jianwei Zhang,
Miqing Li,
Lei Zhang,
Zizhou Wang,
Yangqin Feng,
Yu Xue,
Xiao Wang,
Zheng Chen,
Tao Luo,
Rick Siow Mong Goh,
Yong Liu
IEEE Transactions on Evolutionary Computation
11 Jan 2024
SERC
Institute of High Performance Computing
Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis
(Pending publish)
Yan Wang,
Liangli Zhen,
Tien-En Tan,
Huazhu Fu,
Yangqin Feng,
Zizhou Wang,
Xinxing Xu,
Rick Siow Mong Goh,
Yipin Ng,
Claire Calhoun,
Gavin Siew Wei Tan,
Jennifer K. Sun,
Yong Liu,
Daniel Shu Wei Ting
IEEE Transactions on Medical Imaging
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
22 Oct 2022
SERC
Institute of High Performance Computing
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis
(Pending publish)
Yangqin Feng,
Zizhou Wang,
Xinxing Xu,
Yan Wang,
Huazhu Fu,
Shaohua Li,
Liangli Zhen,
Xiaofeng Lei,
Yingnan Cui,
Jordan Sim Zheng Ting,
Yonghan Ting,
Joey Tianyi Zhou,
Yong Liu,
Rick Siow Mong Goh,
Cher Heng Tan
Medical Image Analysis
14 Sep 2022
SERC
Institute of High Performance Computing
Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks
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
Ophthalmic Medical Image Analysis (Lecture Notes in Computer Science)
13 Jul 2022
SERC
Institute of High Performance Computing
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images
(Pending publish)
Yan Wang,
Yangqin Feng,
Lei Zhang,
Joey Tianyi Zhou,
Yong Liu,
Rick Siow Mong Goh,
Liangli Zhen
Medical Image Analysis
17 Jan 2022
SERC
Institute for Infocomm Research
Diagnostic Performance of a Deep Learning Model Deployed at a National COVID-19 Screening Facility for Detection of Pneumonia on Frontal Chest Radiographs
Jordan Z. T. Sim,
Yong-Han Ting,
Yuan Tang,
Yangqin Feng,
Xiaofeng Lei,
Xiaohong Wang,
Wen-Xiang Chen,
Su Huang,
Sum-Thai Wong,
Zhongkang Lu,
Yingnan Cui,
Soo-Kng Teo,
Xin-Xing Xu,
Weimin Huang,
Cher-Heng Tan
Healthcare
23 Sep 2021
SERC
Institute of High Performance Computing
Few-Shot Domain Adaptation with Polymorphic Transformers
Shaohua Li,
Xiuchao Sui,
Jie Fu,
Huazhu Fu,
Xiangde Luo,
Yangqin Feng,
Xinxing Xu,
Yong Liu,
Daniel S. W. Ting,
Rick Siow Mong Goh
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
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