Li Y - Search Results

1

Machine Learning in Causal Inference: Application in Pharmacovigilance.

Zhao Y, Yu Y, Wang H, Li Y, Deng Y, Jiang G, Luo Y. Zhao Y, et al. Among authors: li y. Drug Saf. 2022 May;45(5):459-476. doi: 10.1007/s40264-022-01155-6. Epub 2022 May 17. Drug Saf. 2022. PMID: 35579811 Free PMC article. Review.

2

Using Machine Learning to Integrate Socio-Behavioral Factors in Predicting Cardiovascular-Related Mortality Risk.

Wang H, Li Y, Ning H, Wilkins J, Lloyd-Jones D, Luo Y. Wang H, et al. Among authors: li y. Stud Health Technol Inform. 2019 Aug 21;264:433-437. doi: 10.3233/SHTI190258. Stud Health Technol Inform. 2019. PMID: 31437960

3

Prediction of breast cancer distant recurrence using natural language processing and knowledge-guided convolutional neural network.

Wang H, Li Y, Khan SA, Luo Y. Wang H, et al. Among authors: li y. Artif Intell Med. 2020 Nov;110:101977. doi: 10.1016/j.artmed.2020.101977. Epub 2020 Nov 1. Artif Intell Med. 2020. PMID: 33250149 Free PMC article.

4

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes.

Li Y, Yao L, Mao C, Srivastava A, Jiang X, Luo Y. Li Y, et al. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018 Dec;2018:683-686. doi: 10.1109/bibm.2018.8621574. Epub 2019 Jan 24. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018. PMID: 33376624 Free PMC article.

5

Using Tweets to Understand How COVID-19-Related Health Beliefs Are Affected in the Age of Social Media: Twitter Data Analysis Study.

Wang H, Li Y, Hutch M, Naidech A, Luo Y. Wang H, et al. Among authors: li y. J Med Internet Res. 2021 Feb 22;23(2):e26302. doi: 10.2196/26302. J Med Internet Res. 2021. PMID: 33529155 Free PMC article.

6

Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants.

Wang H, Li Y, Naidech A, Luo Y. Wang H, et al. Among authors: li y. BMC Med Inform Decis Mak. 2022 Jun 16;22(Suppl 2):156. doi: 10.1186/s12911-022-01871-0. BMC Med Inform Decis Mak. 2022. PMID: 35710407 Free PMC article.

7

Correction to: Machine Learning in Causal Inference: Application in Pharmacovigilance.

Zhao Y, Yu Y, Wang H, Li Y, Deng Y, Jiang G, Luo Y. Zhao Y, et al. Among authors: li y. Drug Saf. 2022 Aug;45(8):927. doi: 10.1007/s40264-022-01199-8. Drug Saf. 2022. PMID: 35737294 Free PMC article. No abstract available.

8

Multimodal machine learning in precision health: A scoping review.

Kline A, Wang H, Li Y, Dennis S, Hutch M, Xu Z, Wang F, Cheng F, Luo Y. Kline A, et al. Among authors: li y. NPJ Digit Med. 2022 Nov 7;5(1):171. doi: 10.1038/s41746-022-00712-8. NPJ Digit Med. 2022. PMID: 36344814 Free PMC article. Review.

9

Improving Fairness in the Prediction of Heart Failure Length of Stay and Mortality by Integrating Social Determinants of Health.

Li Y, Wang H, Luo Y. Li Y, et al. Circ Heart Fail. 2022 Nov;15(11):e009473. doi: 10.1161/CIRCHEARTFAILURE.122.009473. Epub 2022 Nov 15. Circ Heart Fail. 2022. PMID: 36378761 Free PMC article.

10

A comparative study of pretrained language models for long clinical text.

Li Y, Wehbe RM, Ahmad FS, Wang H, Luo Y. Li Y, et al. J Am Med Inform Assoc. 2023 Jan 18;30(2):340-347. doi: 10.1093/jamia/ocac225. J Am Med Inform Assoc. 2023. PMID: 36451266 Free PMC article.

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