| 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 | 112 | 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 | 105 | 2021 |
| 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 | 94 | 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 | 83 | 2020 |
| The United States COVID-19 forecast hub dataset EY Cramer, Y Huang, Y Wang, EL Ray, M Cornell, J Bracher, A Brennen, ... Scientific data 9 (1), 462, 2022 | 82 | 2022 |
| 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 | 62 | 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 | 42 | 2020 |
| 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 | 30* | 2019 |
| 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 | 27 | 2021 |
| 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 | 20 | 2020 |
| MedML: fusing medical knowledge and machine learning models for early pediatric COVID-19 hospitalization and severity prediction J Gao, C Yang, J Heintz, S Barrows, E Albers, M Stapel, S Warfield, ... Iscience 25 (9), 2022 | 16 | 2022 |
| Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients L Ma, C Zhang, J Gao, X Jiao, Z Yu, X Ma, Y Wang, W Tang, X Zhao, ... Patterns 4 (12), 2023 | 8 | 2023 |
| 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 | 7* | 2019 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis J Gao, Y Zhu, W Wang, Y Wang, W Tang, L Ma | 6* | 2022 |
| Pyehr: A predictive modeling toolkit for electronic health records Y Zhu, W Wang, J Gao, L Ma | 5 | 2023 |
| Popnet: Real-time population-level disease prediction with data latency J Gao, C Xiao, LM Glass, J Sun Proceedings of the ACM Web Conference 2022, 2552-2562, 2022 | 4 | 2022 |
| Pyhealth: A deep learning toolkit for healthcare applications C Yang, Z Wu, P Jiang, Z Lin, J Gao, BP Danek, J Sun Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
| MFair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method Y Zhu, J An, E Zhou, L An, J Gao, H Li, H Feng, B Hou, W Tang, C Pan, ... arXiv preprint arXiv:2306.04118, 2023 | 3 | 2023 |
| 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 | 3 | 2020 |
| Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics J Gao, J Heintz, C Mack, L Glass, A Cross, J Sun Nature communications 14 (1), 3093, 2023 | 2 | 2023 |
Liantao MaPeking UniversityVerified email at pku.edu.cn
