Qi Dou

发表

MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis

Hao Chen, Pheng-Ann Heng, Jing Qin, 2018, DLMIA/ML-CDS@MICCAI.

Automatic lesion detection with three-dimensional convolutional neural networks

Hao Chen, Pheng-Ann Heng, Qi Dou, 2020 .

3D multi‐scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi‐modality MR Images

Hao Chen, Guoyan Zheng, Chi-Wing Fu, 2018, Medical Image Anal..

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2017, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Automatic detection of cerebral microbleeds via deep learning based 3D feature representation

Hao Chen, Lin Shi, Pheng-Ann Heng, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

3-D RoI-Aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation

Hao Chen, Lisheng Wang, Ying Jin, 2018, IEEE Transactions on Cybernetics.

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

Hao Chen, Pheng-Ann Heng, Qi Dou, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Ultrasound Standard Plane Detection Using a Composite Neural Network Framework

Pheng-Ann Heng, Hao Chen, Dong Ni, 2017, IEEE Transactions on Cybernetics.

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

Hao Chen, Cheng Chen, Pheng-Ann Heng, 2018, IJCAI.

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

Hao Chen, Xin Yang, Pheng-Ann Heng, 2017, Medical Image Anal..

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

Hao Chen, Xin Yang, Pheng-Ann Heng, 2017, MICCAI.

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

Hao Chen, Pheng-Ann Heng, Lequan Yu, 2017, NeuroImage.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2017, IEEE Transactions on Biomedical Engineering.

Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos

Hao Chen, Pheng-Ann Heng, Lequan Yu, 2017, IEEE Journal of Biomedical and Health Informatics.

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

Hao Chen, Pheng-Ann Heng, Jing Qin, 2017, IEEE Transactions on Medical Imaging.

Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features

Hao Chen, Defeng Wang, Lin Shi, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks

Hao Chen, Pheng-Ann Heng, Dong Ni, 2015, MICCAI.

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

Chi-Wing Fu, Pheng-Ann Heng, Hao Chen, 2018, IEEE Transactions on Medical Imaging.

An Encoder-Decoder Neural Network With 3D Squeeze-and-Excitation and Deep Supervision for Brain Tumor Segmentation

Pheng-Ann Heng, Qi Dou, Ping Liu, 2020, IEEE Access.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2019, AAAI.

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

Hao Chen, Ben Glocker, Pheng-Ann Heng, 2018, ArXiv.

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection

Pheng-Ann Heng, Hao Chen, Nasir Rajpoot, 2019, IEEE Transactions on Medical Imaging.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2017, MICCAI.

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

Pheng-Ann Heng, Hao Chen, Qi Dou, 2019, IPMI.

Automatic Brain Tumor Segmentation from MR Images via a Multimodal Sparse Coding Based Probabilistic Model

Pheng-Ann Heng, Jing Qin, Fucang Jia, 2015, 2015 International Workshop on Pattern Recognition in NeuroImaging.

Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks

Hao Chen, Xi Wang, Pheng-Ann Heng, 2016, AAAI.

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

Kit-Hang Lee, Zhiyu Liu, Qi Dou, 2019, ArXiv.

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

Chi-Wing Fu, Pheng-Ann Heng, Hao Chen, 2018, IEEE Transactions on Medical Imaging.

Weakly Supervised Learning for Whole Slide Lung Cancer Image Classification

Qitao Huang, Pheng-Ann Heng, Hao Chen, 2018 .

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

Hao Chen, Pheng-Ann Heng, Lequan Yu, 2017, Medical Image Anal..

Webthetics: Quantifying webpage aesthetics with deep learning

Pheng-Ann Heng, Qi Dou, Xianjun Sam Zheng, 2019, Int. J. Hum. Comput. Stud..

HL-FCN: Hybrid loss guided FCN for colorectal cancer segmentation

Hao Chen, Pheng-Ann Heng, Qi Dou, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images

Hao Chen, Defeng Wang, Lin Shi, 2017, Deep Learning for Medical Image Analysis.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2016, MICCAI.

3D Fully Convolutional Networks for Intervertebral Disc Localization and Segmentation

Hao Chen, Xi Wang, Pheng-Ann Heng, 2016, MIAR.

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

Hao Chen, Defeng Wang, Lin Shi, 2016, IEEE Transactions on Medical Imaging.

VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation pdf

Hao Chen, Pheng-Ann Heng, Lequan Yu, 2016, ArXiv.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2020, IEEE Transactions on Medical Imaging.

Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation

Hao Chen, Chi-Wing Fu, Pheng-Ann Heng, 2016, CSI@MICCAI.

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

Hao Chen, Pheng-Ann Heng, Qi Dou, 2018, MLMI@MICCAI.

An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis

Hao Chen, Pheng-Ann Heng, Jing Qin, 2019, MLMI@MICCAI.

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

Hao Chen, Pheng-Ann Heng, Jing Qin, 2017, AAAI.

Deep multilevel contextual networks for biomedical image segmentation

Hao Chen, Pheng-Ann Heng, Xiaojuan Qi, 2020 .

IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation

Hao Chen, Pheng-Ann Heng, Qi Dou, 2019, MICCAI.

Future Frame Prediction for Robot-assisted Surgery

Pheng-Ann Heng, Qi Dou, Yueming Jin, 2021, IPMI.

Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition

Pheng-Ann Heng, Qi Dou, Xueying Shi, 2021, Medical Image Anal..

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark pdf

Pheng-Ann Heng, Lena Maier-Hein, Martin Wagner, 2021, Medical Image Anal..

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching

Pheng-Ann Heng, Qi Dou, Quande Liu, 2021, MICCAI.

Temporal Memory Relation Network for Workflow Recognition From Surgical Video

Pheng-Ann Heng, Qi Dou, Yueming Jin, 2021, IEEE Transactions on Medical Imaging.

HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images pdf

Qi Dou, Meirui Jiang, Zirui Wang, 2021, ArXiv.

Accurate Grid Keypoint Learning for Efficient Video Prediction

Pheng-Ann Heng, Qi Dou, Xiaojie Gao, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning pdf

Qi Dou, Michael Kamp, Meirui Jiang, 2021, ArXiv.

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Pheng-Ann Heng, Cheng Chen, Qi Dou, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling

Pheng-Ann Heng, Qi Dou, Quande Liu, 2021, MICCAI.

One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video

Pheng-Ann Heng, Qi Dou, Yueming Jin, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer

Pheng-Ann Heng, Qi Dou, Yueming Jin, 2021, MICCAI.

Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation

Zerui Wang, Erbao Dong, Xiaowen Kong, 2021, International Journal of Computer Assisted Radiology and Surgery.

Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment

Pheng-Ann Heng, Qi Dou, Yueming Jin, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos

Pheng-Ann Heng, Qi Dou, Zixu Zhao, 2021, Medical Image Anal..

Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery

Mathias Unberath, Pheng-Ann Heng, Qi Dou, 2020, 2021 IEEE International Conference on Robotics and Automation (ICRA).

MIcro-Surgical Anastomose Workflow recognition challenge report

Mamoru Mitsuishi, Chin-Boon Chng, Pierre Jannin, 2021, Comput. Methods Programs Biomed..

Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks

Qi Dou, Jiaze Wang, Kai Chen, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-based Stereoscopic Depth Perception

Russell H. Taylor, Mathias Unberath, Qi Dou, 2021, MICCAI.

Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception

Qi Dou, Bin Li, Yiang Lu, 2020, 2021 IEEE International Conference on Robotics and Automation (ICRA).

FedBN: Federated Learning on Non-IID Features via Local Batch Normalization pdf

Qi Dou, Michael Kamp, Xiaofei Zhang, 2021, ICLR.

SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

Pheng-Ann Heng, Qi Dou, Bin Li, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Learning Deep Nets for Gravitational Dynamics With Unknown Disturbance Through Physical Knowledge Distillation: Initial Feasibility Study

Peter Kazanzides, K. W. Samuel Au, Qi Dou, 2021, IEEE Robotics and Automation Letters.

Stereo Dense Scene Reconstruction and Accurate Laparoscope Localization for Learning-Based Navigation in Robot-Assisted Surgery pdf

Qi Dou, Bin Li, Hangjie Mo, 2021, ArXiv.

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

Dinggang Shen, M.N.S. Swamy, Jun Ma, 2020, IEEE Transactions on Medical Imaging.

Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma.

Pheng-Ann Heng, Ying Sun, Qi Dou, 2019, Radiology.

Integrating Online and Offline 3D Deep Learning for Automated Polyp Detection in Colonoscopy Videos.

Lequan Yu, Qi Dou, Jing Qin, 2016, IEEE journal of biomedical and health informatics.

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

Pheng-Ann Heng, Qi Dou, Cheng Chen, 2019, Journal of magnetic resonance imaging : JMRI.

3 D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multimodality MR Images

Guoyan Zheng, Chi-Wing Fu, Pheng-Ann Heng, 2018 .