| Concare: Personalized clinical feature embedding via capturing the healthcare context L Ma, C Zhang, Y Wang, W Ruan, J Wang, W Tang, X Ma, X Gao, J Gao Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 833-840, 2020 | 22 | 2020 |
| Adacare: Explainable clinical health status representation learning via scale-adaptive feature extraction and recalibration L Ma, J Gao, Y Wang, C Zhang, J Wang, W Ruan, W Tang, X Gao, X Ma Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 825-832, 2020 | 19 | 2020 |
| Stagenet: Stage-aware neural networks for health risk prediction J Gao, C Xiao, Y Wang, W Tang, LM Glass, J Sun Proceedings of The Web Conference 2020, 530-540, 2020 | 18 | 2020 |
| STAN: spatio-temporal attention network for pandemic prediction using real-world evidence J Gao, R Sharma, C Qian, LM Glass, J Spaeder, J Romberg, J Sun, ... Journal of the American Medical Informatics Association 28 (4), 733-743, 2021 | 17 | 2021 |
| Camp: Co-attention memory networks for diagnosis prediction in healthcare J Gao, X Wang, Y Wang, Z Yang, J Gao, J Wang, W Tang, X Xie 2019 IEEE International Conference on Data Mining (ICDM), 1036-1041, 2019 | 15 | 2019 |
| MUSEFood: Multi-Sensor-based food volume estimation on smartphones J Gao, W Tan, L Ma, Y Wang, W Tang 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2019 | 10 | 2019 |
| COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching J Gao, C Xiao, LM Glass, J Sun Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 5 | 2020 |
| Dr. Agent: Clinical predictive model via mimicked second opinions J Gao, C Xiao, LM Glass, J Sun Journal of the American Medical Informatics Association 27 (7), 1084-1091, 2020 | 4 | 2020 |
| Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis L Ma, X Ma, J Gao, X Jiao, Z Yu, C Zhang, W Ruan, Y Wang, W Tang, ... Proceedings of the Web Conference 2021, 3558-3568, 2021 | 1 | 2021 |
| 循环神经网络模型在腹膜透析临床预后预测中的初步应用 唐雯， 高峻逸， 马辛宇， 张超贺， 马连韬， 王亚沙 Journal of Peking University (Health Sciences) 51 (3), 602, 2019 | 1 | 2019 |
| Application of recurrent neural network in prognosis of peritoneal dialysis W Tang, JY Gao, XY Ma, CH Zhang, LT Ma, YS Wang Beijing da xue xue bao. Yi xue ban= Journal of Peking University. Health …, 2019 | 1 | 2019 |
| Two machines are better than one: Using multi-agent reinforcement in machine learning to simulate a clinical second opinion C Xiao, J Gao, L Glass, J Sun, C Mack PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 29, 90-90, 2020 | | 2020 |
| CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis L Ma, X Ma, J Gao, C Zhang, Z Yu, X Jiao, W Ruan, Y Wang, W Tang, ... arXiv preprint arXiv:2007.08848, 2020 | | 2020 |
| Patient trial matching using pseudo-siamese network. C Xiao, J Gao, L Glass, J Sun Journal of Clinical Oncology 38 (15_suppl), e14050-e14050, 2020 | | 2020 |
