Literature DB >> 35429003

To err is machine: Considerations on the clinical impact of machine learning models in patients with unhealthy alcohol use.

Majid Afshar1.   

Abstract

Entities:  

Mesh：

Year:  2022        PMID： 35429003      PMCID： PMC9246948          DOI： 10.1111/acer.14842

Source DB:  PubMed          Journal:  Alcohol Clin Exp Res        ISSN： 0145-6008            Impact factor:   3.928


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  18 in total

1.  Ensuring Fairness in Machine Learning to Advance Health Equity.

Authors:  Alvin Rajkomar; Michaela Hardt; Michael D Howell; Greg Corrado; Marshall H Chin
Journal:  Ann Intern Med       Date:  2018-12-04       Impact factor: 25.391

2.  Discrimination and Calibration of Clinical Prediction Models: Users' Guides to the Medical Literature.

Authors:  Ana Carolina Alba; Thomas Agoritsas; Michael Walsh; Steven Hanna; Alfonso Iorio; P J Devereaux; Thomas McGinn; Gordon Guyatt
Journal:  JAMA       Date:  2017-10-10       Impact factor: 56.272

3.  Combined pharmacotherapies and behavioral interventions for alcohol dependence: the COMBINE study: a randomized controlled trial.

Authors:  Raymond F Anton; Stephanie S O'Malley; Domenic A Ciraulo; Ron A Cisler; David Couper; Dennis M Donovan; David R Gastfriend; James D Hosking; Bankole A Johnson; Joseph S LoCastro; Richard Longabaugh; Barbara J Mason; Margaret E Mattson; William R Miller; Helen M Pettinati; Carrie L Randall; Robert Swift; Roger D Weiss; Lauren D Williams; Allen Zweben
Journal:  JAMA       Date:  2006-05-03       Impact factor: 56.272

4.  Decision curve analysis: a novel method for evaluating prediction models.

Authors:  Andrew J Vickers; Elena B Elkin
Journal:  Med Decis Making       Date:  2006 Nov-Dec       Impact factor: 2.583

5.  PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies.

Authors:  Robert F Wolff; Karel G M Moons; Richard D Riley; Penny F Whiting; Marie Westwood; Gary S Collins; Johannes B Reitsma; Jos Kleijnen; Sue Mallett
Journal:  Ann Intern Med       Date:  2019-01-01       Impact factor: 25.391

6.  Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): the TRIPOD statement.

Authors:  Gary S Collins; Johannes B Reitsma; Douglas G Altman; Karel G M Moons
Journal:  Ann Intern Med       Date:  2015-01-06       Impact factor: 25.391

Review 7.  Clinical impact and quality of randomized controlled trials involving interventions evaluating artificial intelligence prediction tools: a systematic review.

Authors:  Qian Zhou; Zhi-Hang Chen; Yi-Heng Cao; Sui Peng
Journal:  NPJ Digit Med       Date:  2021-10-28

8.  Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.

Authors:  Gary S Collins; Karel Gm Moons; Paula Dhiman; Constanza L Andaur Navarro; Jie Ma; Lotty Hooft; Johannes B Reitsma; Patricia Logullo; Andrew L Beam; Lily Peng; Ben Van Calster; Maarten van Smeden; Richard D Riley
Journal:  BMJ Open       Date:  2021-07-09       Impact factor: 2.692

9.  Why the C-statistic is not informative to evaluate early warning scores and what metrics to use.

Authors:  Santiago Romero-Brufau; Jeanne M Huddleston; Gabriel J Escobar; Mark Liebow
Journal:  Crit Care       Date:  2015-08-13       Impact factor: 9.097

10.  The FAIR Guiding Principles for scientific data management and stewardship.

Authors:  Mark D Wilkinson; Michel Dumontier; I Jsbrand Jan Aalbersberg; Gabrielle Appleton; Myles Axton; Arie Baak; Niklas Blomberg; Jan-Willem Boiten; Luiz Bonino da Silva Santos; Philip E Bourne; Jildau Bouwman; Anthony J Brookes; Tim Clark; Mercè Crosas; Ingrid Dillo; Olivier Dumon; Scott Edmunds; Chris T Evelo; Richard Finkers; Alejandra Gonzalez-Beltran; Alasdair J G Gray; Paul Groth; Carole Goble; Jeffrey S Grethe; Jaap Heringa; Peter A C 't Hoen; Rob Hooft; Tobias Kuhn; Ruben Kok; Joost Kok; Scott J Lusher; Maryann E Martone; Albert Mons; Abel L Packer; Bengt Persson; Philippe Rocca-Serra; Marco Roos; Rene van Schaik; Susanna-Assunta Sansone; Erik Schultes; Thierry Sengstag; Ted Slater; George Strawn; Morris A Swertz; Mark Thompson; Johan van der Lei; Erik van Mulligen; Jan Velterop; Andra Waagmeester; Peter Wittenburg; Katherine Wolstencroft; Jun Zhao; Barend Mons
Journal:  Sci Data       Date:  2016-03-15       Impact factor: 6.444
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