| Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality JAMA Netw Open 4 (11), 2021 | 193 | 2021 |
| Sleep stage classification using bidirectional lstm in wearable multi-sensor systems Y Zhang, Z Yang, K Lan, X Liu, Z Zhang, P Li, D Cao, J Zheng, J Pan IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019 | 50 | 2019 |
| Construction and application of a medical-grade wireless monitoring system for physiological signals at general wards H Xu, P Li, Z Yang, X Liu, Z Wang, W Yan, M He, W Chu, Y She, Y Li, ... Journal of Medical Systems 44, 1-15, 2020 | 46 | 2020 |
| Promoting secondary analysis of electronic medical records in China: summary of the PLAGH-MIT critical data conference and health datathon P Li, C Xie, T Pollard, AEW Johnson, D Cao, H Kang, H Liang, Y Zhang, ... JMIR Medical Informatics 5 (4), e7380, 2017 | 28 | 2017 |
| Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation X Liu, P Hu, W Yeung, Z Zhang, V Ho, C Liu, C Dumontier, PJ Thoral, ... The Lancet Digital Health 5 (10), e657-e667, 2023 | 22 | 2023 |
| TOP-Net prediction model using bidirectional long short-term memory and medical-grade wearable multisensor system for tachycardia onset: algorithm development study X Liu, T Liu, Z Zhang, PC Kuo, H Xu, Z Yang, K Lan, P Li, Z Ouyang, ... JMIR Medical Informatics 9 (4), e18803, 2021 | 21 | 2021 |
| Interpretable machine learning model for early prediction of mortality in ICU patients with rhabdomyolysis. C Liu, X Liu, Z Mao, P Hu, X Li, J Hu, Q Hong, X Geng, K Chi, F Zhou, ... Medicine and science in sports and exercise 53 (9), 1826-1834, 2021 | 17 | 2021 |
| Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity Z Zhang, L Chen, X Liu, J Yang, J Huang, Q Yang, Q Hu, K Jin, LA Celi, ... Intensive care medicine 49 (11), 1349-1359, 2023 | 14 | 2023 |
| Breathing disorder detection using wearable electrocardiogram and oxygen saturation Y Zhang, Z Yang, Z Zhang, P Li, D Cao, X Liu, J Zheng, Q Yuan, J Pan Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems …, 2018 | 14 | 2018 |
| Automated sleep period estimation in wearable multi-sensor systems Y Zhang, Z Yang, Z Zhang, X Liu, D Cao, P Li, J Zheng, K Lan Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems …, 2018 | 14 | 2018 |
| Subphenotyping heterogeneous patients with chronic critical illness to guide individualised fluid balance treatment using machine learning: a retrospective cohort study P Liu, S Li, T Zheng, J Wu, Y Fan, X Liu, W Gong, H Xie, J Liu, Y Li, ... EClinicalMedicine 59, 2023 | 12 | 2023 |
| Poster: DeePTOP: Personalized Tachycardia Onset Prediction Using Bi-directional LSTM in Wearable Embedded Systems. K Lan, X Liu, H Xu, P Li, Z Yang, Q Yuan, J Zheng, W Yan, D Cao, ... EWSN, 216-217, 2019 | 12 | 2019 |
| Interpretable machine learning model for early prediction of mortality in elderly patients with multiple organ dysfunction syndrome (MODS): a multicenter retrospective study … X Liu, P Hu, Z Mao, PC Kuo, P Li, C Liu, J Hu, D Li, D Cao, RG Mark, ... arXiv preprint arXiv:2001.10977, 2020 | 8 | 2020 |
| Clinically interpretable machine learning models for early prediction of mortality in older patients with multiple organ dysfunction syndrome: an international multicenter … X Liu, C DuMontier, P Hu, C Liu, W Yeung, Z Mao, V Ho, PJ Thoral, ... The Journals of Gerontology: Series A 78 (4), 718-726, 2023 | 7 | 2023 |
| Improving the prognostic evaluation precision of hospital outcomes for heart failure using admission notes and clinical tabular data: multimodal deep learning model Z Gao, X Liu, Y Kang, P Hu, X Zhang, W Yan, M Yan, P Yu, Q Zhang, ... Journal of Medical Internet Research 26, e54363, 2024 | 6 | 2024 |
| Development and validation of a model for the early prediction of the RRT requirement in patients with rhabdomyolysis C Liu, Q Yuan, Z Mao, P Hu, R Wu, X Liu, Q Hong, K Chi, X Geng, X Sun The American Journal of Emergency Medicine 46, 38-44, 2021 | 5 | 2021 |
| Design and preliminary validation of a ubiquitous and wearable physiological monitoring system D Cao, D Li, Z Zhang, X Liu, H Liang, M He, M Yu Sheng wu yi xue gong cheng xue za zhi= Journal of biomedical engineering …, 2019 | 5 | 2019 |
| Analysis of diseases distribution in Medical Information Mart for Intensive Care III database Y Fan, Y Zhao, P Li, X Liu, L Jia, K Li, C Feng, F Pan, T Li, Z Zhang, D Cao Zhonghua wei Zhong Bing ji jiu yi xue 30 (6), 531-537, 2018 | 5 | 2018 |
| Study on the accuracy of cardiopulmonary physiological measurements by a wearable physiological monitoring system under different activity conditions H Xu, W Chu, X Liu, S Zhang, Z Yang, J Zheng, X Gao, Z Zhang, D Cao Sheng wu yi xue Gong Cheng xue za zhi= Journal of Biomedical Engineering …, 2020 | 3 | 2020 |
| Constructing a Comprehensive Clinical Database Integrating Patients' Data from Intensive Care Units and General Wards T Liu, X Liu, Y Fan, H Xu, YL Ng, P Li, W Xue, Z Zhang 2019 12th International Congress on Image and Signal Processing, BioMedical …, 2019 | 3 | 2019 |