متابعة
Qi DOU
Qi DOU
Assistant Professor, The Chinese University of Hong Kong
بريد إلكتروني تم التحقق منه على cse.cuhk.edu.hk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
33632017
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
25612018
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
13672023
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
12772017
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
12122016
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
9682021
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
8392018
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
8132016
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
7992019
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
6832016
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
6652017
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
5462017
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
5312021
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
4462016
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
3962019
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
3872020
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
3852019
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
3482019
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
3432018
Harmonizing Transferability and Discriminability for Adapting Object Detectors‏
C Chen, Z Zheng, X Ding, Y Huang, Q Dou‏
CVPR 2020, 2020‏
3352020
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مقالات 1–20