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Robust point matching for nonrigid shapes by preserving local neighborhood structures

IEEE transactions on pattern analysis and machine intelligence, 2006-04, Vol.28 (4), p.643-649

2006

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Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features

IEEE transactions on medical imaging, 2008-11, Vol.27 (11), p.1668-1681

2008

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Script-Independent Text Line Segmentation in Freestyle Handwritten Documents

IEEE transactions on pattern analysis and machine intelligence, 2008-08, Vol.30 (8), p.1313-1329

2008

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Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part I

1st ed. 2021., 2021

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Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network

Medical image analysis, 2019-02, Vol.52, p.174-184

2019

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Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VIII

1, 2021

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Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning

Journal of cancer research and clinical oncology, 2021-03, Vol.147 (3), p.821-833

2021

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Signature Detection and Matching for Document Image Retrieval

IEEE transactions on pattern analysis and machine intelligence, 2009-11, Vol.31 (11), p.2015-2031

2009

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Combo loss: Handling input and output imbalance in multi-organ segmentation

Computerized medical imaging and graphics, 2019-07, Vol.75, p.24-33

2019

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Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1217-1228

2016

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Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint

IEEE transactions on medical imaging, 2022-03, Vol.41 (3), p.595-607

2022

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Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning

European radiology, 2022-02, Vol.32 (2), p.747-758

2022

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Robust and Accurate Coronary Artery Centerline Extraction in CTA by Combining Model-Driven and Data-Driven Approaches

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 3), p.74-81

2013

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3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.565-572

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Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.398-407

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Cross-modal coherent registration of whole mouse brains

Nature methods, 2022-01, Vol.19 (1), p.111-118

2022

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Uncertainty-aware domain alignment for anatomical structure segmentation

Medical image analysis, 2020-08, Vol.64, p.101732-101732, Article 101732

2020

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Forecasting the long-term trend of COVID-19 epidemic using a dynamic model

Scientific reports, 2020-12, Vol.10 (1), p.21122-21122, Article 21122

2020

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Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets

1, 2017

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Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

IEEE transactions on medical imaging, 2015-07, Vol.34 (7), p.1460-1473

2015

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Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation

IEEE transactions on medical imaging, 2014-02, Vol.33 (2), p.318-331

2014

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Development and validation of an artificial intelligence system for grading colposcopic impressions and guiding biopsies

BMC medicine, 2020-12, Vol.18 (1), p.406-406, Article 406

2020

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Cross-modality medical image detection and segmentation by transfer learning of shapel priors

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.424-427

Yefeng Zheng

2015

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AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation

Journal of medical Internet research, 2024-08, Vol.26 (5 Suppl), p.e54616

2024

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Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part III

1st ed. 2021., 2021

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Robust point matching for nonrigid shapes by preserving local neighborhood structures

Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features

Script-Independent Text Line Segmentation in Freestyle Handwritten Documents

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part I

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VIII

Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning

Signature Detection and Matching for Document Image Retrieval

Combo loss: Handling input and output imbalance in multi-organ segmentation

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint

Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning

Robust and Accurate Coronary Artery Centerline Extraction in CTA by Combining Model-Driven and Data-Driven Approaches

3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data

Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations

Cross-modal coherent registration of whole mouse brains

Uncertainty-aware domain alignment for anatomical structure segmentation

Forecasting the long-term trend of COVID-19 epidemic using a dynamic model

Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation

Development and validation of an artificial intelligence system for grading colposcopic impressions and guiding biopsies

Cross-modality medical image detection and segmentation by transfer learning of shapel priors

AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021: 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part III

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