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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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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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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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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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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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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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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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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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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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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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SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network

IEEE transactions on medical imaging, 2018-05, Vol.37 (5), p.1114-1126

2018

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RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification

Medical image analysis, 2019-12, Vol.58, p.101549-101549, Article 101549

2019

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Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images

Journal of magnetic resonance imaging, 2019-10, Vol.50 (4), p.1144-1151

2019

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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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Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1182-1195

2016

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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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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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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2514-2525

2018

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Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features

IEEE transactions on image processing, 2021-01, Vol.30, p.1-1

2021

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Aggregating Attentional Dilated Features for Salient Object Detection

IEEE transactions on circuits and systems for video technology, 2020-10, Vol.30 (10), p.3358-3371

2020

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Learning Gated Non-Local Residual for Single-Image Rain Streak Removal

IEEE transactions on circuits and systems for video technology, 2021-06, Vol.31 (6), p.2147-2159

2021

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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

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

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

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

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

Deep Texture-Aware Features for Camouflaged Object Detection

Depth-Attentional Features for Single-Image Rain Removal

PU-GAN: A Point Cloud Upsampling Adversarial Network

Direction-Aware Spatial Context Features for Shadow Detection and Removal

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

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

Revisiting Shadow Detection: A New Benchmark Dataset for Complex World

SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network

RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification

Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images

Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

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

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features

Aggregating Attentional Dilated Features for Salient Object Detection

Learning Gated Non-Local Residual for Single-Image Rain Streak Removal

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