| Combining structured and unstructured data for predictive models: a deep learning approach D Zhang, C Yin, J Zeng, X Yuan, P Zhang BMC medical informatics and decision making 20, 1-11, 2020 | 245 | 2020 |
| Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram D Zhang, S Yang, X Yuan, P Zhang Iscience 24 (4), 2021 | 140 | 2021 |
| A gene prioritization method based on a swine multi-omics knowledgebase and a deep learning model Y Fu, J Xu, Z Tang, L Wang, D Yin, Y Fan, D Zhang, F Deng, Y Zhang, ... Communications Biology 3 (1), 502, 2020 | 59 | 2020 |
| An interpretable deep-learning model for early prediction of sepsis in the emergency department D Zhang, C Yin, KM Hunold, X Jiang, JM Caterino, P Zhang Patterns 2 (2), 2021 | 58 | 2021 |
| Identifying sepsis subphenotypes via time-aware multi-modal auto-encoder C Yin, R Liu, D Zhang, P Zhang Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 47 | 2020 |
| Document classification for covid-19 literature BJ Gutierrez, J Zeng, D Zhang, P Zhang, Y Su arXiv preprint arXiv:2006.13816, 2020 | 42 | 2020 |
| A survival model generalized to regression learning algorithms Y Guan, H Li, D Yi, D Zhang, C Yin, K Li, P Zhang Nature computational science 1 (6), 433-440, 2021 | 8 | 2021 |
| Leaf shape variation and its correlation to phenotypic traits of Soybean in northeast China F Huang, Y Gan, D Zhang, F Deng, J Peng Proceedings of the 2018 6th International Conference on Bioinformatics and …, 2018 | 6 | 2018 |
| A systematic framework for drug repurposing based on literature mining G Dong, P Zhang, J Yang, D Zhang, J Peng 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 4 | 2019 |
| Biological named entity recognition and role labeling via deep multi-task learning F Deng, D Zhang, J Peng Proceedings of the 2021 13th International Conference on Machine Learning …, 2021 | 2 | 2021 |
| Figure captioning in scholarly literatures to augment search results J Yang, D Zhang, G Dong, J Peng Proceedings of the 32nd International Conference on Scientific and …, 2020 | 1 | 2020 |
