Luo W - Search Results

1

Application of Machine Learning Techniques to Identify Data Reliability and Factors Affecting Outcome After Stroke Using Electronic Administrative Records.

Rana S, Luo W, Tran T, Venkatesh S, Talman P, Phan T, Phung D, Clissold B. Rana S, et al. Among authors: luo w. Front Neurol. 2021 Sep 27;12:670379. doi: 10.3389/fneur.2021.670379. eCollection 2021. Front Neurol. 2021. PMID: 34646226 Free PMC article.

2

Is demography destiny? Application of machine learning techniques to accurately predict population health outcomes from a minimal demographic dataset.

Luo W, Nguyen T, Nichols M, Tran T, Rana S, Gupta S, Phung D, Venkatesh S, Allender S. Luo W, et al. PLoS One. 2015 May 4;10(5):e0125602. doi: 10.1371/journal.pone.0125602. eCollection 2015. PLoS One. 2015. PMID: 25938675 Free PMC article.

3

Predicting Risk of Suicide Attempt Using History of Physical Illnesses From Electronic Medical Records.

Karmakar C, Luo W, Tran T, Berk M, Venkatesh S. Karmakar C, et al. Among authors: luo w. JMIR Ment Health. 2016 Jul 11;3(3):e19. doi: 10.2196/mental.5475. JMIR Ment Health. 2016. PMID: 27400764 Free PMC article.

4

Risk stratification using data from electronic medical records better predicts suicide risks than clinician assessments.

Tran T, Luo W, Phung D, Harvey R, Berk M, Kennedy RL, Venkatesh S. Tran T, et al. Among authors: luo w. BMC Psychiatry. 2014 Mar 14;14:76. doi: 10.1186/1471-244X-14-76. BMC Psychiatry. 2014. PMID: 24628849 Free PMC article.

5

Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry.

Gupta S, Tran T, Luo W, Phung D, Kennedy RL, Broad A, Campbell D, Kipp D, Singh M, Khasraw M, Matheson L, Ashley DM, Venkatesh S. Gupta S, et al. Among authors: luo w. BMJ Open. 2014 Mar 17;4(3):e004007. doi: 10.1136/bmjopen-2013-004007. BMJ Open. 2014. PMID: 24643167 Free PMC article.

6

Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data.

Rana S, Tran T, Luo W, Phung D, Kennedy RL, Venkatesh S. Rana S, et al. Among authors: luo w. Aust Health Rev. 2014 Sep;38(4):377-82. doi: 10.1071/AH14059. Aust Health Rev. 2014. PMID: 25001433

7

A framework for feature extraction from hospital medical data with applications in risk prediction.

Tran T, Luo W, Phung D, Gupta S, Rana S, Kennedy RL, Larkins A, Venkatesh S. Tran T, et al. Among authors: luo w. BMC Bioinformatics. 2014 Dec 30;15(1):425. doi: 10.1186/s12859-014-0425-8. BMC Bioinformatics. 2014. PMID: 25547173 Free PMC article.

8

Web search activity data accurately predict population chronic disease risk in the USA.

Nguyen T, Tran T, Luo W, Gupta S, Rana S, Phung D, Nichols M, Millar L, Venkatesh S, Allender S. Nguyen T, et al. Among authors: luo w. J Epidemiol Community Health. 2015 Jul;69(7):693-9. doi: 10.1136/jech-2014-204523. Epub 2015 Mar 24. J Epidemiol Community Health. 2015. PMID: 25805603

9

Consistency of the Health of the Nation Outcome Scales (HoNOS) at inpatient-to-community transition.

Luo W, Harvey R, Tran T, Phung D, Venkatesh S, Connor JP. Luo W, et al. BMJ Open. 2016 Apr 27;6(4):e010732. doi: 10.1136/bmjopen-2015-010732. BMJ Open. 2016. PMID: 27121703 Free PMC article.

10

Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data.

Gopakumar S, Tran T, Luo W, Phung D, Venkatesh S. Gopakumar S, et al. Among authors: luo w. JMIR Med Inform. 2016 Jul 21;4(3):e25. doi: 10.2196/medinform.5650. JMIR Med Inform. 2016. PMID: 27444059 Free PMC article.

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