Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1211 | 2018 |
Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning YQ Jiang, SE Cao, S Cao, JN Chen, GY Wang, WQ Shi, YN Deng, ... Journal of cancer research and clinical oncology 147, 821-833, 2021 | 62 | 2021 |
Efficient and effective training of COVID-19 classification networks with self-supervised dual-track learning to rank Y Li, D Wei, J Chen, S Cao, H Zhou, Y Zhu, J Wu, L Lan, W Sun, T Qian, ... IEEE Journal of Biomedical and Health Informatics 24 (10), 2787-2797, 2020 | 51 | 2020 |
LT-Net: Label transfer by learning reversible voxel-wise correspondence for one-shot medical image segmentation S Wang, S Cao, D Wei, R Wang, K Ma, L Wang, D Meng, Y Zheng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 47 | 2020 |
Deep similarity-based batch mode active learning with exploration-exploitation C Yin, B Qian, S Cao, X Li, J Wei, Q Zheng, I Davidson 2017 IEEE International Conference on Data Mining (ICDM), 575-584, 2017 | 39 | 2017 |
Low-rank sparse feature selection for patient similarity learning M Zhan, S Cao, B Qian, S Chang, J Wei 2016 IEEE 16th International Conference on Data Mining (ICDM), 1335-1340, 2016 | 27 | 2016 |
INPREM: An interpretable and trustworthy predictive model for healthcare X Zhang, B Qian, S Cao, Y Li, H Chen, Y Zheng, I Davidson Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 25 | 2020 |
Online disease diagnosis with inductive heterogeneous graph convolutional networks Z Wang, R Wen, X Chen, S Cao, SL Huang, B Qian, Y Zheng Proceedings of the Web Conference 2021, 3349-3358, 2021 | 18 | 2021 |
Pairwise learning for medical image segmentation R Wang, S Cao, K Ma, Y Zheng, D Meng Medical Image Analysis 67, 101876, 2021 | 12 | 2021 |
Superpixel-guided label softening for medical image segmentation H Li, D Wei, S Cao, K Ma, L Wang, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 11 | 2020 |
Conquering data variations in resolution: A slice-aware multi-branch decoder network S Wang, S Cao, Z Chai, D Wei, K Ma, L Wang, Y Zheng IEEE Transactions on Medical Imaging 39 (12), 4174-4185, 2020 | 10 | 2020 |
Knowledge guided short-text classification for healthcare applications S Cao, B Qian, C Yin, X Li, J Wei, Q Zheng, I Davidson 2017 IEEE International Conference on Data Mining (ICDM), 31-40, 2017 | 10 | 2017 |
Pairwise semantic segmentation via conjugate fully convolutional network R Wang, S Cao, K Ma, D Meng, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 8 | 2019 |
Recist-net: Lesion detection via grouping keypoints on recist-based annotation C Xie, S Cao, D Wei, H Zhou, K Ma, X Zhang, B Qian, L Wang, Y Zheng 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 921-924, 2021 | 6 | 2021 |
Generalized organ segmentation by imitating one-shot reasoning using anatomical correlation HY Zhou, H Liu, S Cao, D Wei, C Lu, Y Yu, K Ma, Y Zheng Information Processing in Medical Imaging: 27th International Conference …, 2021 | 5 | 2021 |
Learning and exploiting interclass visual correlations for medical image classification D Wei, S Cao, K Ma, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 4 | 2020 |
Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective S Wang, S Cao, D Wei, C Xie, K Ma, L Wang, D Meng, Y Zheng Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 634-642, 2021 | 2 | 2021 |
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation Z Zhang, K Powell, C Yin, S Cao, D Gonzalez, Y Hannawi, P Zhang AMIA Summits on Translational Science Proceedings 2021, 663, 2021 | 2 | 2021 |
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation X Xie, Y Chen, R Wang, X Zhang, S Cao, K Ouyang, Z Zhang, HT Zheng, ... 2022 IEEE International Conference on Data Mining (ICDM), 598-607, 2022 | | 2022 |
Context-aware and Time-aware Attention-based Model for Disease Risk Prediction with Interpretability X Zhang, B Qian, Y Li, S Cao, I Davidson IEEE Transactions on Knowledge and Data Engineering, 2021 | | 2021 |