Qi DOU

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	All	Since 2019
Citations	28262	26654
h-index	69	67
i10-index	150	150

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Pheng Ann HengChoh-Ming Li Professor of Computer Science and Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Hao ChenAssistant Professor, The Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
Yueming JinAssistant Professor, National University of SingaporeVerified email at nus.edu.sg
Lequan YuAssistant Professor, The University of Hong KongVerified email at hku.hk
Meirui JiangThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Yun-hui LiuChoh-Ming Li Professor at The Chinese University of Hong KongVerified email at mae.cuhk.edu.hk
Yonghao LongThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Chi-Wing Fu, PhilipThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Xiaoxiao LiAssistant Professor, UBC; Vector Institute; CIFAR AI Chair; Canada Research ChairVerified email at ece.ubc.ca
Ben GlockerImperial College LondonVerified email at imperial.ac.uk
Kai CHENThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Xiaojuan QiAssistant Professor, The University of Hong KongVerified email at eee.hku.hk
Ka-Wai KwokProfessor at The Chinese University of Hong KongVerified email at mae.cuhk.edu.hk
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
Cheng ChenAssistant Professor, The University of Hong KongVerified email at eee.hku.hk
Pieter AbbeelUC Berkeley | CovariantVerified email at cs.berkeley.edu
Pierre JanninMediCIS, LTSI, Inserm, Université de RennesVerified email at univ-rennes1.fr
Russell H. TaylorJohn C. Malone Professor of Computer Science, Johns Hopkins UniversityVerified email at jhu.edu
Anthony Chi-Fai NgTzu Leung Ho Professor of Urology, SH Ho Urology Centre, Division of Urology, The Chinese UniversityVerified email at surgery.cuhk.edu.hk
Zerui WangCornerstone Robotics Limited, The Chinese University of Hong KongVerified email at csrbtx.com

Qi DOU

Assistant Professor, The Chinese University of Hong Kong

Verified email at cse.cuhk.edu.hk - Homepage

Medical Image Analysis Machine Learning Surgical Data Science Robotics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ... Jama 318 (22), 2199-2210, 2017	3262	2017
H-DenseUNet: hybrid densely connected UNet for liver and tumor segmentation from CT volumes X Li, H Chen, X Qi, Q Dou, CW Fu, PA Heng IEEE transactions on medical imaging 37 (12), 2663-2674, 2018	2465	2018
The liver tumor segmentation benchmark (lits) P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ... Medical Image Analysis 84, 102680, 2023	1269	2023
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge AAA Setio, A Traverso, T De Bel, MSN Berens, C Van Den Bogaard, ... Medical image analysis 42, 1-13, 2017	1231	2017
Automated melanoma recognition in dermoscopy images via very deep residual networks L Yu, H Chen, Q Dou, J Qin, PA Heng IEEE transactions on medical imaging 36 (4), 994-1004, 2016	1185	2016
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization X Li, M Jiang, X Zhang, M Kamp, Q Dou International Conference on Learning Representations (ICLR), 2021	910	2021
VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images H Chen, Q Dou, L Yu, J Qin, PA Heng NeuroImage 170, 446-455, 2018	824	2018
Automatic Detection of Cerebral Microbleeds from MR Images via 3D Convolutional Neural Networks Qi Dou, Hao Chen, Lequan Yu , Lei Zhao, Jing Qin, Defeng Wang, Vincent Mok ... IEEE Transactions on Medical Imaging 35 (5), 1182-1195, 2016	800	2016
Domain generalization via model-agnostic learning of semantic features Q Dou, DC de Castro, K Kamnitsas, B Glocker Advances in Neural Information Processing Systems (NeurIPS), 6447-6458, 2019	774	2019
Multilevel contextual 3-D CNNs for false positive reduction in pulmonary nodule detection Q Dou, H Chen, L Yu, J Qin, PA Heng IEEE Transactions on Biomedical Engineering 64 (7), 1558-1567, 2016	675	2016
3D deeply supervised network for automated segmentation of volumetric medical images Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng Medical image analysis 41, 40-54, 2017	651	2017
DCAN: Deep contour-aware networks for object instance segmentation from histology images H Chen, X Qi, L Yu, Q Dou, J Qin, PA Heng Medical image analysis 36, 135-146, 2017	536	2017
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Q Liu, C Chen, J Qin, Q Dou, PA Heng CVPR 2021, 2021	496	2021
3d deeply supervised network for automatic liver segmentation from ct volumes Q Dou, H Chen, Y Jin, L Yu, J Qin, PA Heng International Conference on Medical Image Computing and Computer-Assisted …, 2016	442	2016
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation C Chen, Q Dou, H Chen, J Qin, PA Heng AAAI 2019, 2019	384	2019
Weakly supervised deep learning for whole slide lung cancer image analysis X Wang, H Chen, C Gan, H Lin, Q Dou, E Tsougenis, Q Huang, M Cai, ... IEEE transactions on cybernetics 50 (9), 3950-3962, 2019	372	2019
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation C Chen, Q Dou, H Chen, J Qin, PA Heng IEEE Transactions on Medical Imaging, 2020	370	2020
MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images S Graham, H Chen, J Gamper, Q Dou, PA Heng, D Snead, YW Tsang, ... Medical image analysis 52, 199-211, 2019	338	2019
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Q Dou, C Ouyang, C Chen, H Chen, PA Heng IJCAI 2018, 691-697, 2018	334	2018
Harmonizing Transferability and Discriminability for Adapting Object Detectors C Chen, Z Zheng, X Ding, Y Huang, Q Dou CVPR 2020, 2020	321	2020

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