Shun Miao

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

Exploiting available medical records to train high performance computer-...
12/30/2020 ∙ by Yirui Wang, et al. ∙ 0 ∙ share

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

Accurate vertebra localization and identification are required in many c...
12/14/2020 ∙ by Fakai Wang, et al. ∙ 0 ∙ share

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

Object detection methods are widely adopted for computer-aided diagnosis...
12/07/2020 ∙ by Xinyu Zhang, et al. ∙ 0 ∙ share

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

Radiological images such as computed tomography (CT) and X-rays render a...
12/04/2020 ∙ by Ke Yan, et al. ∙ 0 ∙ share

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Contour Transformer Network for One-shot Segmentation of Anatomical Structures

Accurate segmentation of anatomical structures is vital for medical imag...
12/02/2020 ∙ by Yuhang Lu, et al. ∙ 10 ∙ share

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

CXRs are a crucial and extraordinarily common diagnostic tool, leading t...
09/11/2020 ∙ by Haomin Chen, et al. ∙ 0 ∙ share

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Learning to Segment Anatomical Structures Accurately from One Exemplar

Accurate segmentation of critical anatomical structures is at the core o...
07/06/2020 ∙ by Yuhang Lu, et al. ∙ 0 ∙ share

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

Visual cues of enforcing bilaterally symmetric anatomies as normal findi...
07/03/2020 ∙ by Haomin Chen, et al. ∙ 0 ∙ share

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Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Image landmark detection aims to automatically identify the locations of...
04/17/2020 ∙ by Weijian Li, et al. ∙ 0 ∙ share

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Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies

We present a novel unsupervised learning approach to image landmark disc...
04/16/2020 ∙ by Weijian Li, et al. ∙ 0 ∙ share

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Weakly Supervised Universal Fracture Detection in Pelvic X-rays

Hip and pelvic fractures are serious injuries with life-threatening comp...
09/04/2019 ∙ by Yirui Wang, et al. ∙ 0 ∙ share

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

Automatic parsing of anatomical objects in X-ray images is critical to m...
06/11/2018 ∙ by Yue Zhang, et al. ∙ 0 ∙ share

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

2D/3D image registration to align a 3D volume and 2D X-ray images is a c...
11/22/2017 ∙ by Shun Miao, et al. ∙ 0 ∙ share

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An Artificial Agent for Robust Image Registration

3-D image registration, which involves aligning two or more images, is a...
11/30/2016 ∙ by Rui Liao, et al. ∙ 0 ∙ share

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

In this paper, we present a Convolutional Neural Network (CNN) regressio...
07/27/2015 ∙ by Shun Miao, et al. ∙ 0 ∙ share

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Shun Miao

Featured Co-authors

Jiebo Luo

Yue Zhang

Jing Xiao

Le Lu

Gregory D. Hager

Song Wang

Daguang Xu

Adam P. Harrison

Ke Yan

Min Wu

Haofu Liao

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

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

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

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

Contour Transformer Network for One-shot Segmentation of Anatomical Structures

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

Learning to Segment Anatomical Structures Accurately from One Exemplar

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

Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies

Weakly Supervised Universal Fracture Detection in Pelvic X-rays

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

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

An Artificial Agent for Robust Image Registration

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