Zhou Y - Search Results

1

Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health record data.

Rasmy L, Nigo M, Kannadath BS, Xie Z, Mao B, Patel K, Zhou Y, Zhang W, Ross A, Xu H, Zhi D. Rasmy L, et al. Among authors: zhou y. Lancet Digit Health. 2022 Jun;4(6):e415-e425. doi: 10.1016/S2589-7500(22)00049-8. Epub 2022 Apr 21. Lancet Digit Health. 2022. PMID: 35466079 Free PMC article.

2

Time-sensitive clinical concept embeddings learned from large electronic health records.

Xiang Y, Xu J, Si Y, Li Z, Rasmy L, Zhou Y, Tiryaki F, Li F, Zhang Y, Wu Y, Jiang X, Zheng WJ, Zhi D, Tao C, Xu H. Xiang Y, et al. Among authors: zhou y. BMC Med Inform Decis Mak. 2019 Apr 9;19(Suppl 2):58. doi: 10.1186/s12911-019-0766-3. BMC Med Inform Decis Mak. 2019. PMID: 30961579 Free PMC article.

3

Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study.

Xiang Y, Ji H, Zhou Y, Li F, Du J, Rasmy L, Wu S, Zheng WJ, Xu H, Zhi D, Zhang Y, Tao C. Xiang Y, et al. Among authors: zhou y. J Med Internet Res. 2020 Jul 31;22(7):e16981. doi: 10.2196/16981. J Med Internet Res. 2020. PMID: 32735224 Free PMC article.

4

COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model.

Wang J, Abu-El-Rub N, Gray J, Pham HA, Zhou Y, Manion FJ, Liu M, Song X, Xu H, Rouhizadeh M, Zhang Y. Wang J, et al. Among authors: zhou y. ArXiv [Preprint]. 2020 Jul 13:arXiv:2007.10286v4. ArXiv. 2020. PMID: 32908948 Free PMC article. Updated. Preprint.

5

Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies.

Rasmy L, Tiryaki F, Zhou Y, Xiang Y, Tao C, Xu H, Zhi D. Rasmy L, et al. Among authors: zhou y. J Am Med Inform Assoc. 2020 Oct 1;27(10):1593-1599. doi: 10.1093/jamia/ocaa180. J Am Med Inform Assoc. 2020. PMID: 32930711 Free PMC article.

6

Causal Discovery in Radiographic Markers of Knee Osteoarthritis and Prediction for Knee Osteoarthritis Severity With Attention-Long Short-Term Memory.

Wang Y, You L, Chyr J, Lan L, Zhao W, Zhou Y, Xu H, Noble P, Zhou X. Wang Y, et al. Among authors: zhou x, zhou y. Front Public Health. 2020 Dec 18;8:604654. doi: 10.3389/fpubh.2020.604654. eCollection 2020. Front Public Health. 2020. PMID: 33409263 Free PMC article.

7

COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model.

Wang J, Abu-El-Rub N, Gray J, Pham HA, Zhou Y, Manion FJ, Liu M, Song X, Xu H, Rouhizadeh M, Zhang Y. Wang J, et al. Among authors: zhou y. J Am Med Inform Assoc. 2021 Jun 12;28(6):1275-1283. doi: 10.1093/jamia/ocab015. J Am Med Inform Assoc. 2021. PMID: 33674830 Free PMC article.

8

Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study.

Zuo X, Li J, Zhao B, Zhou Y, Dong X, Duke J, Natarajan K, Hripcsak G, Shah N, Banda JM, Reeves R, Miller T, Xu H. Zuo X, et al. Among authors: zhou y. AMIA Annu Symp Proc. 2021 Jan 25;2020:1441-1450. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936520 Free PMC article.

9

Nonselective beta-blockers are associated with a lower risk of hepatocellular carcinoma among cirrhotic patients in the United States.

Wijarnpreecha K, Li F, Xiang Y, Xu X, Zhu C, Maroufy V, Wang Q, Tao W, Dang Y, Pham HA, Zhou Y, Li J, Zhang X, Xu H, Taner CB, Yang L, Tao C. Wijarnpreecha K, et al. Among authors: zhou y. Aliment Pharmacol Ther. 2021 Aug;54(4):481-492. doi: 10.1111/apt.16490. Epub 2021 Jul 5. Aliment Pharmacol Ther. 2021. PMID: 34224163

10

Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition.

Li J, Zhou Y, Jiang X, Natarajan K, Pakhomov SV, Liu H, Xu H. Li J, et al. Among authors: zhou y. J Am Med Inform Assoc. 2021 Sep 18;28(10):2193-2201. doi: 10.1093/jamia/ocab112. J Am Med Inform Assoc. 2021. PMID: 34272955 Free PMC article.

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