Wiens J - Search Results

1

Machine learning for patient risk stratification for acute respiratory distress syndrome.

Zeiberg D, Prahlad T, Nallamothu BK, Iwashyna TJ, Wiens J, Sjoding MW. Zeiberg D, et al. Among authors: wiens j. PLoS One. 2019 Mar 28;14(3):e0214465. doi: 10.1371/journal.pone.0214465. eCollection 2019. PLoS One. 2019. PMID: 30921400 Free PMC article.

2

Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology.

Wiens J, Shenoy ES. Wiens J, et al. Clin Infect Dis. 2018 Jan 6;66(1):149-153. doi: 10.1093/cid/cix731. Clin Infect Dis. 2018. PMID: 29020316 Free PMC article. Review.

3

Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale.

Sherman E, Gurm H, Balis U, Owens S, Wiens J. Sherman E, et al. Among authors: wiens j. AMIA Annu Symp Proc. 2018 Apr 16;2017:1571-1580. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854227 Free PMC article.

4

Striking the Right Balance-Applying Machine Learning to Pediatric Critical Care Data.

Wiens J, Fackler J. Wiens J, et al. Pediatr Crit Care Med. 2018 Jul;19(7):672-673. doi: 10.1097/PCC.0000000000001578. Pediatr Crit Care Med. 2018. PMID: 29985285 No abstract available.

5

Do no harm: a roadmap for responsible machine learning for health care.

Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Wiens J, et al. Nat Med. 2019 Sep;25(9):1337-1340. doi: 10.1038/s41591-019-0548-6. Epub 2019 Aug 19. Nat Med. 2019. PMID: 31427808 Review.

6

Diagnosing bias in data-driven algorithms for healthcare.

Wiens J, Price WN 2nd, Sjoding MW. Wiens J, et al. Nat Med. 2020 Jan;26(1):25-26. doi: 10.1038/s41591-019-0726-6. Nat Med. 2020. PMID: 31932798 No abstract available.

7

Predicting Acute Graft-Versus-Host Disease Using Machine Learning and Longitudinal Vital Sign Data From Electronic Health Records.

Tang S, Chappell GT, Mazzoli A, Tewari M, Choi SW, Wiens J. Tang S, et al. Among authors: wiens j. JCO Clin Cancer Inform. 2020 Feb;4:128-135. doi: 10.1200/CCI.19.00105. JCO Clin Cancer Inform. 2020. PMID: 32083957 Free PMC article.

8

Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients.

Singh K, Valley TS, Tang S, Li BY, Kamran F, Sjoding MW, Wiens J, Otles E, Donnelly JP, Wei MY, McBride JP, Cao J, Penoza C, Ayanian JZ, Nallamothu BK. Singh K, et al. Among authors: wiens j. medRxiv [Preprint]. 2020 Jun 20:2020.04.24.20079012. doi: 10.1101/2020.04.24.20079012. medRxiv. 2020. Update in: Ann Am Thorac Soc. 2021 Jul;18(7):1129-1137. doi: 10.1513/AnnalsATS.202006-698OC PMID: 32511650 Free PMC article. Updated. Preprint.

9

A Framework for Effective Application of Machine Learning to Microbiome-Based Classification Problems.

Topçuoğlu BD, Lesniak NA, Ruffin MT 4th, Wiens J, Schloss PD. Topçuoğlu BD, et al. Among authors: wiens j. mBio. 2020 Jun 9;11(3):e00434-20. doi: 10.1128/mBio.00434-20. mBio. 2020. PMID: 32518182 Free PMC article.

10

Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data.

Tang S, Davarmanesh P, Song Y, Koutra D, Sjoding MW, Wiens J. Tang S, et al. Among authors: wiens j. J Am Med Inform Assoc. 2020 Dec 9;27(12):1921-1934. doi: 10.1093/jamia/ocaa139. J Am Med Inform Assoc. 2020. PMID: 33040151 Free PMC article.

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