Interactive few-shot learning: Limited supervision, better medical image segmentation R Feng, X Zheng, T Gao, J Chen, W Wang, DZ Chen, J Wu IEEE Transactions on Medical Imaging 40 (10), 2575-2588, 2021 | 98 | 2021 |
A deep learning approach for colonoscopy pathology WSI analysis: accurate segmentation and classification R Feng, X Liu, J Chen, DZ Chen, H Gao, J Wu IEEE Journal of Biomedical and Health Informatics 25 (10), 3700-3708, 2020 | 98 | 2020 |
Prediction of extubation failure for intensive care unit patients using light gradient boosting machine T Chen, J Xu, H Ying, X Chen, R Feng, X Fang, H Gao, J Wu IEEE Access 7, 150960-150968, 2019 | 97 | 2019 |
A transfer learning based super-resolution microscopy for biopsy slice images: the joint methods perspective J Chen, H Ying, X Liu, J Gu, R Feng, T Chen, H Gao, J Wu IEEE/ACM transactions on computational biology and bioinformatics 18 (1 …, 2020 | 62 | 2020 |
Nodule-plus R-CNN and deep self-paced active learning for 3D instance segmentation of pulmonary nodules W Wang, R Feng, J Chen, Y Lu, T Chen, H Yu, DZ Chen, J Wu Ieee Access 7, 128796-128805, 2019 | 37 | 2019 |
Discriminative cervical lesion detection in colposcopic images with global class activation and local bin excitation T Chen, X Liu, R Feng, W Wang, C Yuan, W Lu, H He, H Gao, H Ying, ... IEEE Journal of Biomedical and Health Informatics 26 (4), 1411-1421, 2021 | 36 | 2021 |
TGSA: protein–protein association-based twin graph neural networks for drug response prediction with similarity augmentation Y Zhu, Z Ouyang, W Chen, R Feng, DZ Chen, J Cao, J Wu Bioinformatics 38 (2), 461-468, 2022 | 35 | 2022 |
KerNet: a novel deep learning approach for keratoconus and sub-clinical keratoconus detection based on raw data of the Pentacam HR system R Feng, Z Xu, X Zheng, H Hu, X Jin, DZ Chen, K Yao, J Wu IEEE Journal of Biomedical and Health Informatics 25 (10), 3898-3910, 2021 | 33 | 2021 |
SSN: A stair-shape network for real-time polyp segmentation in colonoscopy images R Feng, B Lei, W Wang, T Chen, J Chen, DZ Chen, J Wu 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 225-229, 2020 | 28 | 2020 |
A fully 3D cascaded framework for pancreas segmentation W Wang, Q Song, R Feng, T Chen, J Chen, DZ Chen, J Wu 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 207-211, 2020 | 23 | 2020 |
Multi-view learning with feature level fusion for cervical dysplasia diagnosis T Chen, X Ma, X Liu, W Wang, R Feng, J Chen, C Yuan, W Lu, DZ Chen, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 20 | 2019 |
Flow-Mixup: Classifying multi-labeled medical images with corrupted labels J Chen, H Yu, R Feng, DZ Chen 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 17 | 2020 |
Evaluation of artificial intelligence in participating structure-based virtual screening for identifying novel interleukin-1 receptor associated kinase-1 inhibitors J Che, R Feng, J Gao, H Yu, Q Weng, Q He, X Dong, J Wu, B Yang Frontiers in Oncology 10, 1769, 2020 | 14 | 2020 |
Evaluation of artificial intelligence models for the detection of asymmetric keratoconus eyes using Scheimpflug tomography Z Xu, R Feng, X Jin, H Hu, S Ni, W Xu, X Zheng, J Wu, K Yao Clinical & Experimental Ophthalmology 50 (7), 714-723, 2022 | 13 | 2022 |
ChroNet: A multi-task learning based approach for prediction of multiple chronic diseases R Feng, Y Cao, X Liu, T Chen, J Chen, DZ Chen, H Gao, J Wu Multimedia Tools and Applications, 1-15, 2022 | 12 | 2022 |
AGMI: attention-guided multi-omics integration for drug response prediction with graph neural networks R Feng, Y Xie, M Lai, DZ Chen, J Cao, J Wu 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 12 | 2021 |
Doctor imitator: A graph-based bone age assessment framework using hand radiographs J Chen, B Yu, B Lei, R Feng, DZ Chen, J Wu Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 9 | 2020 |
Lsrc: a long-short range context-fusing framework for automatic 3d vertebra localization J Chen, Y Wang, R Guo, B Yu, T Chen, W Wang, R Feng, DZ Chen, J Wu Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 8 | 2019 |
Deep active self-paced learning for biomedical image analysis W Wang, R Feng, X Liu, Y Lu, Y Wang, R Guo, Z Lin, T Chen, DZ Chen, ... Deep learning in healthcare: paradigms and applications, 95-110, 2020 | 5 | 2020 |
Chronic disease prediction system based on multi-task learning model J Wu, X Jiang, H Ying, R Feng, LIU Xuechen, Y Cao US Patent App. 17/623,555, 2022 | 2 | 2022 |