Tsui FR - Search Results

1

PaTH: towards a learning health system in the Mid-Atlantic region.

Amin W, Tsui FR, Borromeo C, Chuang CH, Espino JU, Ford D, Hwang W, Kapoor W, Lehmann H, Martich GD, Morton S, Paranjape A, Shirey W, Sorensen A, Becich MJ, Hess R; PaTH network team. Amin W, et al. Among authors: tsui fr. J Am Med Inform Assoc. 2014 Jul-Aug;21(4):633-6. doi: 10.1136/amiajnl-2014-002759. Epub 2014 May 12. J Am Med Inform Assoc. 2014. PMID: 24821745 Free PMC article.

2

Probabilistic case detection for disease surveillance using data in electronic medical records.

Tsui F, Wagner M, Cooper G, Que J, Harkema H, Dowling J, Sriburadej T, Li Q, Espino JU, Voorhees R. Tsui F, et al. Online J Public Health Inform. 2011;3(3):ojphi.v3i3.3793. doi: 10.5210/ojphi.v3i3.3793. Epub 2011 Dec 22. Online J Public Health Inform. 2011. PMID: 23569615 Free PMC article.

3

Probabilistic, Decision-theoretic Disease Surveillance and Control.

Wagner M, Tsui F, Cooper G, Espino JU, Harkema H, Levander J, Villamarin R, Voorhees R, Millett N, Keane C, Dey A, Razdan M, Hu Y, Tsai M, Brown S, Lee BY, Gallagher A, Potter M. Wagner M, et al. Online J Public Health Inform. 2011;3(3):ojphi.v3i3.3798. doi: 10.5210/ojphi.v3i3.3798. Epub 2011 Dec 22. Online J Public Health Inform. 2011. PMID: 23569617 Free PMC article.

4

Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.

Ye Y, Tsui FR, Wagner M, Espino JU, Li Q. Ye Y, et al. Among authors: tsui fr. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):815-23. doi: 10.1136/amiajnl-2013-001934. Epub 2014 Jan 9. J Am Med Inform Assoc. 2014. PMID: 24406261 Free PMC article.

5

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.

Richie R, Ruiz VM, Han S, Shi L, Tsui FR. Richie R, et al. Among authors: tsui fr. J Am Med Inform Assoc. 2023 Jul 19;30(8):1379-1388. doi: 10.1093/jamia/ocad046. J Am Med Inform Assoc. 2023. PMID: 37002953 Free PMC article.

6

Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts.

Tsui FR, Shi L, Ruiz V, Ryan ND, Biernesser C, Iyengar S, Walsh CG, Brent DA. Tsui FR, et al. JAMIA Open. 2021 Mar 17;4(1):ooab011. doi: 10.1093/jamiaopen/ooab011. eCollection 2021 Jan. JAMIA Open. 2021. PMID: 33758800 Free PMC article.

7

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing.

Han S, Zhang RF, Shi L, Richie R, Liu H, Tseng A, Quan W, Ryan N, Brent D, Tsui FR. Han S, et al. Among authors: tsui fr. J Biomed Inform. 2022 Mar;127:103984. doi: 10.1016/j.jbi.2021.103984. Epub 2022 Jan 7. J Biomed Inform. 2022. PMID: 35007754 Free article.

8

Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.

Shi L, Muthu N, Shaeffer GP, Sun Y, Ruiz Herrera VM, Tsui FR. Shi L, et al. Among authors: tsui fr. Stud Health Technol Inform. 2022 Jun 6;290:660-664. doi: 10.3233/SHTI220160. Stud Health Technol Inform. 2022. PMID: 35673099

9

An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance.

Barda AJ, Ruiz VM, Gigliotti T, Tsui FR. Barda AJ, et al. Among authors: tsui fr. JAMIA Open. 2019 Apr;2(1):197-204. doi: 10.1093/jamiaopen/ooy063. Epub 2019 Feb 4. JAMIA Open. 2019. PMID: 30944914 Free PMC article.

10

Early prediction of clinical deterioration using data-driven machine-learning modeling of electronic health records.

Ruiz VM, Goldsmith MP, Shi L, Simpao AF, Gálvez JA, Naim MY, Nadkarni V, Gaynor JW, Tsui FR. Ruiz VM, et al. Among authors: tsui fr. J Thorac Cardiovasc Surg. 2022 Jul;164(1):211-222.e3. doi: 10.1016/j.jtcvs.2021.10.060. Epub 2021 Nov 24. J Thorac Cardiovasc Surg. 2022. PMID: 34949457 Free article.

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