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Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

IEEE transactions on medical imaging, 2017-04, Vol.36 (4), p.994-1004

2017

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3D deeply supervised network for automated segmentation of volumetric medical images

Medical image analysis, 2017-10, Vol.41, p.40-54

2017

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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Medical image analysis, 2020-10, Vol.65, p.101766-101766, Article 101766

2020

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DCAN: Deep contour-aware networks for object instance segmentation from histology images

Medical image analysis, 2017-02, Vol.36, p.135-146

2017

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DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.2487-2496

2016

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MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data

IEEE transactions on medical imaging, 2020-09, Vol.39 (9), p.2713-2724

2020

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RECIST-induced Reliable Learning: Geometry-driven Label Propagation for Universal Lesion Segmentation

IEEE transactions on medical imaging, 2024-01, Vol.43 (1), p.1-1

2024

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Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation

IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.523-534

2021

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MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2023-05, Vol.45 (5), p.5988-6005

2023

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nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

IEEE transactions on image processing, 2023-01, Vol.32, p.1-1

2023

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Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

IEEE transactions on medical imaging, 2019-11, Vol.38 (11), p.2485-2495

2019

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DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4237-4248

2020

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Towards reliable cardiac image segmentation: Assessing image-level and pixel-level segmentation quality via self-reflective references

Medical image analysis, 2022-05, Vol.78, p.102426-102426, Article 102426

2022

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Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3369-3378

2021

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Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening

IEEE transactions on medical imaging, 2023-03, Vol.42 (3), p.570-581

2023

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Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound

IEEE transactions on medical imaging, 2019-01, Vol.38 (1), p.180-193

2019

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Data Discernment for Affordable Training in Medical Image Segmentation

IEEE transactions on medical imaging, 2023-05, Vol.42 (5), p.1431-1445

2023

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A Dual Enrichment Synergistic Strategy to Handle Data Heterogeneity for Domain Incremental Cardiac Segmentation

IEEE transactions on medical imaging, 2024-06, Vol.43 (6), p.2279-2290

2024

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Hybrid Masked Image Modeling for 3D Medical Image Segmentation

IEEE journal of biomedical and health informatics, 2024-04, Vol.28 (4), p.2115-2125

2024

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Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation

IEEE transactions on multimedia, 2024, Vol.26, p.7709-7720

2024

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All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation

IEEE journal of biomedical and health informatics, 2022-07, Vol.26 (7), p.3174-3184

2022

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3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, p.3635-3644

2020

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Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation

IEEE transactions on medical imaging, 2021-10, Vol.40 (10), p.2771-2782

2021

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Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

IEEE transactions on medical imaging, 2021-05, Vol.40 (5), p.1363-1376

2021

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ARR-GCN: Anatomy-Relation Reasoning Graph Convolutional Network for Automatic Fine-grained Segmentation of Organ's Surgical Anatomy

IEEE journal of biomedical and health informatics, 2023-07, Vol.27 (7), p.1-13

2023

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Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

3D deeply supervised network for automated segmentation of volumetric medical images

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

DCAN: Deep contour-aware networks for object instance segmentation from histology images

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data

RECIST-induced Reliable Learning: Geometry-driven Label Propagation for Universal Lesion Segmentation

Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation

MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

Towards reliable cardiac image segmentation: Assessing image-level and pixel-level segmentation quality via self-reflective references

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening

Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound

Data Discernment for Affordable Training in Medical Image Segmentation

A Dual Enrichment Synergistic Strategy to Handle Data Heterogeneity for Domain Incremental Cardiac Segmentation

Hybrid Masked Image Modeling for 3D Medical Image Segmentation

Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation

Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

ARR-GCN: Anatomy-Relation Reasoning Graph Convolutional Network for Automatic Fine-grained Segmentation of Organ's Surgical Anatomy

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