Chi S - Search Results

1

Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records.

Chi S, Wang F, Li X, Xu M, Li J. Chi S, et al. Stud Health Technol Inform. 2024 Jan 25;310:264-268. doi: 10.3233/SHTI230968. Stud Health Technol Inform. 2024. PMID: 38269806

2

A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning.

Wang F, Chi S, Li X, Zhang H, Li J. Wang F, et al. Among authors: chi s. Stud Health Technol Inform. 2024 Jan 25;310:720-724. doi: 10.3233/SHTI231059. Stud Health Technol Inform. 2024. PMID: 38269903

3

Graph Neural Network Based Multi-Label Hierarchical Classification for Disease Predictions in General Practice.

Chi S, Wang Y, Zhang Y, Zhu W, Li J. Chi S, et al. Stud Health Technol Inform. 2024 Jan 25;310:725-729. doi: 10.3233/SHTI231060. Stud Health Technol Inform. 2024. PMID: 38269904

4

A Study on Data-Driven Novel Cancer Staging Methods.

Gao Y, Tian Y, Chi S, Lu Y, Li X, Zhou T, Li JS. Gao Y, et al. Among authors: chi s. Stud Health Technol Inform. 2017;245:1263. Stud Health Technol Inform. 2017. PMID: 29295348

5

POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing.

Tian Y, Shang Y, Tong DY, Chi SQ, Li J, Kong XX, Ding KF, Li JS. Tian Y, et al. J Biomed Inform. 2018 Oct;86:1-14. doi: 10.1016/j.jbi.2018.08.008. Epub 2018 Aug 10. J Biomed Inform. 2018. PMID: 30103028 Free article.

6

Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity.

Zhang Y, Wang Y, Chi S, Ru H, Jiang Y, Tian Y, Zhou T, Li J. Zhang Y, et al. Among authors: chi s. Stud Health Technol Inform. 2024 Jan 25;310:1482-1483. doi: 10.3233/SHTI231255. Stud Health Technol Inform. 2024. PMID: 38269707

7

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models.

Chi S, Tian Y, Wang F, Zhou T, Jin S, Li J. Chi S, et al. Artif Intell Med. 2022 Mar;125:102256. doi: 10.1016/j.artmed.2022.102256. Epub 2022 Feb 12. Artif Intell Med. 2022. PMID: 35241261

8

A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure.

Chi S, Zhou T, Zhu W, Li X, Li J. Chi S, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340347. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083608

9

Semi-supervised learning to improve generalizability of risk prediction models.

Chi S, Li X, Tian Y, Li J, Kong X, Ding K, Weng C, Li J. Chi S, et al. J Biomed Inform. 2019 Apr;92:103117. doi: 10.1016/j.jbi.2019.103117. Epub 2019 Feb 7. J Biomed Inform. 2019. PMID: 30738948 Free article.

10

Spatially varying effects of predictors for the survival prediction of nonmetastatic colorectal Cancer.

Tian Y, Li J, Zhou T, Tong D, Chi S, Kong X, Ding K, Li J. Tian Y, et al. Among authors: chi s. BMC Cancer. 2018 Nov 8;18(1):1084. doi: 10.1186/s12885-018-4985-2. BMC Cancer. 2018. PMID: 30409119 Free PMC article.

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