Literature DB >> 33635321

Assessing Missing Data Assumptions in EHR-Based Studies: A Complex and Underappreciated Task.

Sebastien Haneuse1,2, David Arterburn3, Michael J Daniels4.   

Abstract

Mesh：

Year:  2021        PMID： 33635321     DOI： 10.1001/jamanetworkopen.2021.0184

Source DB:  PubMed          Journal:  JAMA Netw Open        ISSN： 2574-3805


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  8 in total

1.  New Data Resources, Linkages, and Infrastructure for Cancer Health Economics Research: Main Topics From a Panel Discussion.

Authors:  Stacie B Dusetzina PhD; Lindsey Enewold Mph PhD; Danielle Gentile PhD; Scott D Ramsey Md PhD; Michael T Halpern
Journal:  J Natl Cancer Inst Monogr       Date:  2022-07-05

Review 2.  Longitudinal K-means approaches to clustering and analyzing EHR opioid use trajectories for clinical subtypes.

Authors:  Sarah Mullin; Jaroslaw Zola; Robert Lee; Jinwei Hu; Brianne MacKenzie; Arlen Brickman; Gabriel Anaya; Shyamashree Sinha; Angie Li; Peter L Elkin
Journal:  J Biomed Inform       Date:  2021-08-16       Impact factor: 8.000

Review 3.  Multimodal biomedical AI.

Authors:  Julián N Acosta; Guido J Falcone; Pranav Rajpurkar; Eric J Topol
Journal:  Nat Med       Date:  2022-09-15       Impact factor: 87.241

Review 4.  Existing Data Sources for Clinical Epidemiology: Database of the National Hospital Organization in Japan.

Authors:  Natsuko Kanazawa; Takuaki Tani; Shinobu Imai; Hiromasa Horiguchi; Kiyohide Fushimi; Norihiko Inoue
Journal:  Clin Epidemiol       Date:  2022-05-19       Impact factor: 5.814

5.  Elevated blood pressure, antihypertensive medications and bone health in the population: revisiting old hypotheses and exploring future research directions.

Authors:  D Canoy; N C Harvey; D Prieto-Alhambra; C Cooper; H E Meyer; B O Åsvold; M Nazarzadeh; K Rahimi
Journal:  Osteoporos Int       Date:  2021-10-13       Impact factor: 5.071

6.  Bias or biology? Importance of model interpretation in machine learning studies from electronic health records.

Authors:  Amanda Momenzadeh; Ali Shamsa; Jesse G Meyer
Journal:  JAMIA Open       Date:  2022-08-08

Review 7.  Machine learning and artificial intelligence: applications in healthcare epidemiology.

Authors:  Alisa J Hamilton; Alexandra T Strauss; Diego A Martinez; Jeremiah S Hinson; Scott Levin; Gary Lin; Eili Y Klein
Journal:  Antimicrob Steward Healthc Epidemiol       Date:  2021-10-07

8.  Constructing Epidemiologic Cohorts from Electronic Health Record Data.

Authors:  Brent A Williams
Journal:  Int J Environ Res Public Health       Date:  2021-12-14       Impact factor: 3.390
  8 in total

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