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VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

NeuroImage (Orlando, Fla.), 2018-04, Vol.170, p.446-455

2018

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H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes

IEEE transactions on medical imaging, 2018-12, Vol.37 (12), p.2663-2674

2018

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Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection

IEEE transactions on biomedical engineering, 2017-07, Vol.64 (7), p.1558-1567

2017

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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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CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

IEEE transactions on medical imaging, 2020-05, Vol.39 (5), p.1483-1493

2020

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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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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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Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.718-728

2020

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

IEEE transactions on medical imaging, 2019-12, Vol.38 (12), p.2768-2778

2019

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Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

IEEE transactions on cybernetics, 2020-09, Vol.50 (9), p.3950-3962

2020

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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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Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.475-485

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Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.605-613

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Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training

IEEE transactions on medical imaging, 2022-06, Vol.41 (6), p.1371-1382

2022

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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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Temporal Memory Relation Network for Workflow Recognition From Surgical Video

IEEE transactions on medical imaging, 2021-07, Vol.40 (7), p.1911-1923

2021

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A Survey on Generative Diffusion Models

IEEE transactions on knowledge and data engineering, 2024-07, Vol.36 (7), p.2814-2830

2024

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Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

IEEE transactions on medical imaging, 2021-09, Vol.40 (9), p.2284-2294

2021

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Deep Texture-Aware Features for Camouflaged Object Detection

IEEE transactions on circuits and systems for video technology, 2023-03, Vol.33 (3), p.1157-1167

2023

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Deep Mining External Imperfect Data for Chest X-Ray Disease Screening

IEEE transactions on medical imaging, 2020-11, Vol.39 (11), p.3583-3594

2020

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Direction-Aware Spatial Context Features for Shadow Detection and Removal

IEEE transactions on pattern analysis and machine intelligence, 2020-11, Vol.42 (11), p.2795-2808

2020

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Revisiting Shadow Detection: A New Benchmark Dataset for Complex World

IEEE transactions on image processing, 2021, Vol.30, p.1925-1934

2021

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Depth-Attentional Features for Single-Image Rain Removal

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.8014-8023

2019

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PU-GAN: A Point Cloud Upsampling Adversarial Network

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.7202-7211

2019

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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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VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes

Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection

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

CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

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

Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

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

Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains

Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation

Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training

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

Temporal Memory Relation Network for Workflow Recognition From Surgical Video

A Survey on Generative Diffusion Models

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

Deep Texture-Aware Features for Camouflaged Object Detection

Deep Mining External Imperfect Data for Chest X-Ray Disease Screening

Direction-Aware Spatial Context Features for Shadow Detection and Removal

Revisiting Shadow Detection: A New Benchmark Dataset for Complex World

Depth-Attentional Features for Single-Image Rain Removal

PU-GAN: A Point Cloud Upsampling Adversarial Network

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

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