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Lumbar Bone Mineral Density Estimation from Chest X-ray Images: Anatomy-aware Attentive Multi-ROI Modeling



Fakai Wang , Kang Zheng , Le Lu , Jing Xiao , Min Wu , Chang-Fu Kuo , Shun Miao


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Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis



Kang Zheng , Yirui Wang , Chen-I Hsieh , Le Lu , Jing Xiao , Chang-Fu Kuo , Shun Miao

* extension of RSNA 2020 report "Consistent and Coherent Computer-Aided Knee Osteoarthritis Assessment from Plain Radiographs" 

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



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



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



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



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



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



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



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


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