Qi Dou
Qi Dou
在 imperial.ac.uk 的电子邮件经过验证 - 首页
标题引用次数年份
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
5212017
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
3092016
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
2632016
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
2122018
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
2122017
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
2032016
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
1742017
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
1602016
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
1582017
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
1522018
Mitosis detection in breast cancer histology images via deep cascaded networks
H Chen, Q Dou, X Wang, J Qin, PA Heng
Thirtieth AAAI Conference on Artificial Intelligence, 2016
1232016
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks
Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng
Medical Image Computing and Computer Assisted Intervention--MICCAI 2015, 507-514, 2015
105*2015
Voxresnet: Deep voxelwise residual networks for volumetric brain segmentation
H Chen, Q Dou, L Yu, PA Heng
arXiv preprint arXiv:1608.05895, 2016
852016
Automatic 3D cardiovascular MR segmentation with densely-connected volumetric convnets
L Yu, JZ Cheng, Q Dou, X Yang, H Chen, J Qin, PA Heng
International Conference on Medical Image Computing and Computer-Assisted …, 2017
702017
Automated pulmonary nodule detection via 3d convnets with online sample filtering and hybrid-loss residual learning
Q Dou, H Chen, Y Jin, H Lin, J Qin, PA Heng
International Conference on Medical Image Computing and Computer-Assisted …, 2017
602017
H-denseunet: Hybrid densely connected unet for liver and liver tumor segmentation from ct volumes
X Li, H Chen, X Qi, Q Dou, CW Fu, PA Heng
arXiv preprint arXiv:1709.07330, 2017
582017
Integrating online and offline three-dimensional deep learning for automated polyp detection in colonoscopy videos
L Yu, H Chen, Q Dou, J Qin, PA Heng
IEEE journal of biomedical and health informatics 21 (1), 65-75, 2016
552016
3D multi-scale FCN with random modality voxel dropout learning for intervertebral disc localization and segmentation from multi-modality MR images
X Li, Q Dou, H Chen, CW Fu, X Qi, DL Belavý, G Armbrecht, D Felsenberg, ...
Medical image analysis 45, 41-54, 2018
41*2018
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
392018
3D fully convolutional networks for intervertebral disc localization and segmentation
H Chen, Q Dou, X Wang, J Qin, JCY Cheng, PA Heng
International Conference on Medical Imaging and Augmented Reality, 375-382, 2016
382016
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