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
156 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
122 2020 PSAllocator: Multi-task allocation for participatory sensing with sensing capability constraints J Wang, Y Wang, D Zhang, F Wang, Y He, L Ma
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative …, 2017
94 2017 M3care: Learning with missing modalities in multimodal healthcare data C Zhang, X Chu, L Ma, Y Zhu, Y Wang, J Wang, J Zhao
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
71 2022 Lightm-unet: Mamba assists in lightweight unet for medical image segmentation W Liao, Y Zhu, X Wang, C Pan, Y Wang, L Ma
arXiv preprint arXiv:2403.05246, 2024
67 2024 GRASP: generic framework for health status representation learning based on incorporating knowledge from similar patients C Zhang, X Gao, L Ma, Y Wang, J Wang, W Tang
Proceedings of the AAAI conference on artificial intelligence 35 (1), 715-723, 2021
58 2021 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
31 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
29 2021 Patient health representation learning via correlational sparse prior of medical features X Ma, Y Wang, X Chu, L Ma, W Tang, J Zhao, Y Yuan, G Wang
IEEE Transactions on Knowledge and Data Engineering 35 (11), 11769-11783, 2022
21 2022 Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients L Ma, C Zhang, J Gao, X Jiao, Z Yu, Y Zhu, T Wang, X Ma, Y Wang, ...
Patterns 4 (12), 2023
20 2023 Fused gromov-wasserstein graph mixup for graph-level classifications X Ma, X Chu, Y Wang, Y Lin, J Zhao, L Ma, W Zhu
Advances in Neural Information Processing Systems 36, 2024
14 2024 Estimating urban road GPS environment friendliness with bus trajectories: A city-scale approach L Ma, C Zhang, Y Wang, G Peng, C Chen, J Zhao, J Wang
Sensors 20 (6), 1580, 2020
12 2020 Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories T Wang, X Jiao, Y He, Z Chen, Y Zhu, X Chu, J Gao, Y Wang, L Ma
arXiv preprint arXiv:2406.00034, 2024
7 2024 Prompting large language models for zero-shot clinical prediction with structured longitudinal electronic health record data Y Zhu, Z Wang, J Gao, Y Tong, J An, W Liao, EM Harrison, L Ma, C Pan
arXiv preprint arXiv:2402.01713, 2024
7 2024 EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling Y Zhu, C Ren, Z Wang, X Zheng, S Xie, J Feng, X Zhu, Z Li, L Ma, C Pan
arXiv preprint arXiv:2406.00036, 2024
6 2024 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
6 2019 Musefood: Multi-sensor-based food volume estimation on smartphones. In 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable … J Gao, W Tan, L Ma, Y Wang, W Tang
IEEE, 899ś906, 2019
6 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
5 2022 A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care J Gao, Y Zhu, W Wang, Z Wang, G Dong, W Tang, H Wang, Y Wang, ...
Patterns 5 (4), 2024
4 2024 M 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
4 2023 
Junyi GaoUniversity of EdinburghE-mail megerősítve itt: ed.ac.uk