Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis D Karimi, H Dou, SK Warfield, A Gholipour Medical image analysis 65, 101759, 2020 | 552 | 2020 |
Deep attentive features for prostate segmentation in 3D transrectal ultrasound Y Wang, H Dou, X Hu, L Zhu, X Yang, M Xu, J Qin, PA Heng, T Wang, ... IEEE transactions on medical imaging 38 (12), 2768-2778, 2019 | 169 | 2019 |
Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network L Han, Y Huang, H Dou, S Wang, S Ahamad, H Luo, Q Liu, J Fan, J Zhang Computer methods and programs in biomedicine 189, 105275, 2020 | 90 | 2020 |
Two-stage CNNs for computerized BI-RADS categorization in breast ultrasound images Y Huang, L Han, H Dou, H Luo, Z Yuan, Q Liu, J Zhang, G Yin Biomedical engineering online 18, 1-18, 2019 | 68 | 2019 |
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI H Dou, D Karimi, CK Rollins, CM Ortinau, L Vasung, C Velasco-Annis, ... IEEE transactions on medical imaging 40 (4), 1123 - 1133, 2021 | 62 | 2021 |
Generalizing deep models for ultrasound image segmentation X Yang, H Dou, R Li, X Wang, C Bian, S Li, D Ni, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 38 | 2018 |
Remove appearance shift for ultrasound image segmentation via fast and universal style transfer Z Liu, X Yang, R Gao, S Liu, H Dou, S He, Y Huang, Y Huang, H Luo, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1824-1828, 2020 | 35 | 2020 |
Boundary-rendering network for breast lesion segmentation in ultrasound images R Huang, M Lin, H Dou, Z Lin, Q Ying, X Jia, W Xu, Z Mei, X Yang, Y Dong, ... Medical image analysis 80, 102478, 2022 | 33 | 2022 |
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound R Huang, Z Lin, H Dou, J Wang, J Miao, G Zhou, X Jia, W Xu, Z Mei, ... Medical image analysis 72, 102137, 2021 | 33 | 2021 |
Searching collaborative agents for multi-plane localization in 3D ultrasound X Yang, Y Huang, R Huang, H Dou, R Li, J Qian, X Huang, W Shi, C Chen, ... Medical Image Analysis 72, 102119, 2021 | 30 | 2021 |
Medical image segmentation using transformer networks D Karimi, H Dou, A Gholipour IEEE Access 10, 29322-29332, 2022 | 29 | 2022 |
Agent with warm start and active termination for plane localization in 3D ultrasound H Dou, X Yang, J Qian, W Xue, H Qin, X Wang, L Yu, S Wang, Y Xiong, ... International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 29 | 2019 |
Joint segmentation and landmark localization of fetal femur in ultrasound volumes X Wang, X Yang, H Dou, S Li, PA Heng, D Ni 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 27 | 2019 |
Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes X Yang, X Wang, Y Wang, H Dou, S Li, H Wen, Y Lin, PA Heng, D Ni Computer Methods and Programs in Biomedicine 194, 105519, 2020 | 22 | 2020 |
Agent with warm start and adaptive dynamic termination for plane localization in 3D ultrasound X Yang, H Dou, R Huang, W Xue, Y Huang, J Qian, Y Zhang, H Luo, ... IEEE Transactions on Medical Imaging 40 (7), 1950-1961, 2021 | 21 | 2021 |
Synthesis and edition of ultrasound images via sketch guided progressive growing GANS J Liang, X Yang, H Li, Y Wang, MT Van, H Dou, C Chen, J Fang, X Liang, ... 2020 IEEE 17th international symposium on biomedical imaging (ISBI), 1793-1797, 2020 | 17 | 2020 |
Contrastive rendering for ultrasound image segmentation H Li, X Yang, J Liang, W Shi, C Chen, H Dou, R Li, R Gao, G Zhou, J Fang, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 10 | 2020 |
Fetusmap: Fetal pose estimation in 3d ultrasound X Yang, W Shi, H Dou, J Qian, Y Wang, W Xue, S Li, D Ni, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 9 | 2019 |
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction M Luo, X Yang, H Wang, H Dou, X Hu, Y Huang, N Ravikumar, S Xu, ... Medical Image Analysis 87, 102810, 2023 | 8 | 2023 |
Deformable registration of brain MR images via a hybrid loss L Han, H Dou, Y Huang, PT Yap International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 7 | 2021 |