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Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph


Apr 29, 2021
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Kuo Chang-Fu, Adam Harrison, Shun Miao

* 10 pages 

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Deep Implicit Statistical Shape Models for 3D Medical Image Delineation


Apr 07, 2021
Ashwin Raju, Shun Miao, Chi-Tung Cheng, Le Lu, Mei Han, Jing Xiao, Chien-Hung Liao, Junzhou Huang, Adam P. Harrison


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Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray


Apr 05, 2021
Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao


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Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images


Mar 24, 2021
Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao


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A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation


Jan 04, 2021
Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

* Accepted to AAAI-2021 

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Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays


Dec 30, 2020
Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao


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Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization


Dec 14, 2020
Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao


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Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images


Dec 04, 2020
Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu

* 16 pages including supplementary 

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Contour Transformer Network for One-shot Segmentation of Anatomical Structures


Dec 02, 2020
Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao


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Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies


Sep 23, 2020
Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison

* MEDIMA 101811, 5 September 2020 

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Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images


Jul 12, 2020
Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Cheng, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao

* ECCV 2020 (camera-ready) 

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Learning to Segment Anatomical Structures Accurately from One Exemplar


Jul 08, 2020
Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao

* MICCAI2020 (Early accept) 

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Structured Landmark Detection via Topology-Adapting Deep Graph Learning


Apr 23, 2020
Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao


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Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies


Apr 16, 2020
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo


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Weakly Supervised Universal Fracture Detection in Pelvic X-rays


Sep 04, 2019
Yirui Wang, Le Lu, Chi-Tung Cheng, Dakai Jin, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

* MICCAI 2019 (early accept) 

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Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation


Jun 11, 2018
Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao


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Dilated FCN for Multi-Agent 2D/3D Medical Image Registration


Nov 22, 2017
Shun Miao, Sebastien Piat, Peter Fischer, Ahmet Tuysuzoglu, Philip Mewes, Tommaso Mansi, Rui Liao

* AAAI 2018 

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An Artificial Agent for Robust Image Registration


Nov 30, 2016
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu

* To appear in AAAI Conference 2017 

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Real-time 2D/3D Registration via CNN Regression


Apr 25, 2016
Shun Miao, Z. Jane Wang, Rui Liao


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