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papers

Publications (20)

Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training

Wenhao Jiang, Zhiyu Liu, Kit-Hang Lee +5

Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification

Cheng Xue, Qi Dou, Xueying Shi +2

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

Xiaomeng Li, Hao Chen, Xiaojuan Qi +3

VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation

Hao Chen, Qi Dou, Lequan Yu +1

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen +2

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation

Qi Dou, Cheng Ouyang, Cheng Chen +4

SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction

Yanning Zhou, Qi Dou, Hao Chen +2

CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation

Yanning Zhou, Omer Fahri Onder, Qi Dou +3

Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation

Cheng Chen, Qi Dou, Hao Chen +1

MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images

Simon Graham, Hao Chen, Jevgenij Gamper +5

ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images

Huangjing Lin, Hao Chen, Qi Dou +3

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

Yueming Jin, Huaxia Li, Qi Dou +4

Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis

Luyang Luo, Hao Chen, Xi Wang +5

Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets

Lequan Yu, Jie-Zhi Cheng, Qi Dou +4

Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video

Yueming Jin, Keyun Cheng, Qi Dou +1

3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes

Qi Dou, Hao Chen, Yueming Jin +3

Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels

Martin Zlocha, Qi Dou, Ben Glocker

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou, Cheng Ouyang, Cheng Chen +2

Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning

Qi Dou, Hao Chen, Yueming Jin +3

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge

Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel +29