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Open-source machine learning pipeline automatically flags instances of acute respiratory distress syndrome from electronic health records

2024-05-22 | Preprint
Contributors: Félix L. Morales; Feihong Xu; Hyojun Ada Lee; Helio Tejedor Navarro; Meagan A. Bechel; Eryn L. Cameron; Jesse Kelso; Curtis H. Weiss; Luís A. Nunes Amaral
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Validation of a tool for estimating clinician recognition of ARDS using data from the international LUNG SAFE study

PLOS Digital Health
2023-08-25 | Journal article
Contributors: Meagan A. Bechel; Dukyong Yoon; Fabiana Madotto; Adam R. Pah; Giacomo Bellani; John G. Laffey; Tài Pham; Luís A. Nunes Amaral; Curtis H. Weiss
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The first step is recognizing there is a problem: a methodology for adjusting for variability in disease severity when estimating clinician performance

BMC Medical Research Methodology
2022-03-16 | Journal article
Contributors: Meagan Bechel; Adam R. Pah; Stephen D. Persell; Curtis H. Weiss; Luís A. Nunes Amaral
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Performance Measure Development, Use, and Measurement of Effectiveness Using the Guideline on Mechanical Ventilation in Acute Respiratory Distress Syndrome. An Official American Thoracic Society Workshop Report

Annals of the American Thoracic Society
2019-12 | Journal article
Contributors: Kathryn A. Artis; Raed A. Dweik; Bela Patel; Curtis H. Weiss; Kevin C. Wilson; Anna R. Gagliardi; Sue Huckson; Monika Nothacker; Neill K. J. Adhikari; Andre Carlos Kajdacsy-Balla Amaral et al.
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A quantitative approach for the analysis of clinician recognition of acute respiratory distress syndrome using electronic health record data

PLOS ONE
2019-09-20 | Journal article
Contributors: Meagan A. Bechel; Lars-Peter Kamolz; Adam R. Pah; Hanyu Shi; Sanjay Mehrotra; Stephen D. Persell; Shayna Weiner; Richard G. Wunderink; Luís A. Nunes Amaral; Curtis H. Weiss
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A Critical Care Clinician Survey Comparing Attitudes and Perceived Barriers to Low Tidal Volume Ventilation with Actual Practice

Annals of the American Thoracic Society
2017-11 | Journal article
Contributors: Curtis H. Weiss; David W. Baker; Katrina Tulas; Shayna Weiner; Meagan Bechel; Alfred Rademaker; Angela Fought; Richard G. Wunderink; Stephen D. Persell
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Summary for Clinicians: Mechanical Ventilation in Adult Patients with Acute Respiratory Distress Syndrome Clinical Practice Guideline

Annals of the American Thoracic Society
2017-08 | Journal article
Contributors: Curtis H. Weiss; Jakob I. McSparron; Rohini S. Chatterjee; Derrick Herman; Eddy Fan; Kevin C. Wilson; Carey C. Thomson
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Peer review (1 review for 1 publication/grant)

Review activity for BMJ open. (1)