Literature DB >> 30508423

Machine Learning, Health Disparities, and Causal Reasoning.

Steven N Goodman1, Sharad Goel2, Mark R Cullen1.   

Abstract

Mesh:

Year:  2018        PMID: 30508423     DOI: 10.7326/M18-3297

Source DB:  PubMed          Journal:  Ann Intern Med        ISSN: 0003-4819            Impact factor:   25.391


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  17 in total

1.  Assessing the accuracy of automatic speech recognition for psychotherapy.

Authors:  Adam S Miner; Albert Haque; Jason A Fries; Scott L Fleming; Denise E Wilfley; G Terence Wilson; Arnold Milstein; Dan Jurafsky; Bruce A Arnow; W Stewart Agras; Li Fei-Fei; Nigam H Shah
Journal:  NPJ Digit Med       Date:  2020-06-03

2.  Identifying Ethical Considerations for Machine Learning Healthcare Applications.

Authors:  Danton S Char; Michael D Abràmoff; Chris Feudtner
Journal:  Am J Bioeth       Date:  2020-11       Impact factor: 11.229

3.  Association of Disparities in Family History and Family Cancer History in the Electronic Health Record With Sex, Race, Hispanic or Latino Ethnicity, and Language Preference in 2 Large US Health Care Systems.

Authors:  Daniel Chavez-Yenter; Melody S Goodman; Yuyu Chen; Xiangying Chu; Richard L Bradshaw; Rachelle Lorenz Chambers; Priscilla A Chan; Brianne M Daly; Michael Flynn; Amanda Gammon; Rachel Hess; Cecelia Kessler; Wendy K Kohlmann; Devin M Mann; Rachel Monahan; Sara Peel; Kensaku Kawamoto; Guilherme Del Fiol; Meenakshi Sigireddi; Saundra S Buys; Ophira Ginsburg; Kimberly A Kaphingst
Journal:  JAMA Netw Open       Date:  2022-10-03

4.  Preventing Overdose Using Information and Data from the Environment (PROVIDENT): protocol for a randomized, population-based, community intervention trial.

Authors:  Brandon D L Marshall; Nicole Alexander-Scott; Jesse L Yedinak; Benjamin D Hallowell; William C Goedel; Bennett Allen; Robert C Schell; Yu Li; Maxwell S Krieger; Claire Pratty; Jennifer Ahern; Daniel B Neill; Magdalena Cerdá
Journal:  Addiction       Date:  2021-11-29       Impact factor: 6.526

5.  Assessing the accuracy of automatic speech recognition for psychotherapy.

Authors:  Adam S Miner; Albert Haque; Jason A Fries; Scott L Fleming; Denise E Wilfley; G Terence Wilson; Arnold Milstein; Dan Jurafsky; Bruce A Arnow; W Stewart Agras; Li Fei-Fei; Nigam H Shah
Journal:  NPJ Digit Med       Date:  2020-06-03

6.  Methodologic Guidance and Expectations for the Development and Reporting of Prediction Models and Causal Inference Studies.

Authors:  Michael O Harhay; David H Au; Sharon D Dell; Michael K Gould; Susan Redline; Christopher J Ryerson; Colin R Cooke
Journal:  Ann Am Thorac Soc       Date:  2020-06

7.  An empirical characterization of fair machine learning for clinical risk prediction.

Authors:  Stephen R Pfohl; Agata Foryciarz; Nigam H Shah
Journal:  J Biomed Inform       Date:  2020-11-18       Impact factor: 6.317

8.  Predicting Life Expectancy to Target Cancer Screening Using Electronic Health Record Clinical Data.

Authors:  Alexandra K Lee; Bocheng Jing; Sun Y Jeon; W John Boscardin; Sei J Lee
Journal:  J Gen Intern Med       Date:  2021-07-29       Impact factor: 5.128

9.  Racial disparities in automated speech recognition.

Authors:  Allison Koenecke; Andrew Nam; Emily Lake; Joe Nudell; Minnie Quartey; Zion Mengesha; Connor Toups; John R Rickford; Dan Jurafsky; Sharad Goel
Journal:  Proc Natl Acad Sci U S A       Date:  2020-03-23       Impact factor: 11.205

10.  Development and Reporting of Prediction Models: Guidance for Authors From Editors of Respiratory, Sleep, and Critical Care Journals.

Authors:  Daniel E Leisman; Michael O Harhay; David J Lederer; Michael Abramson; Alex A Adjei; Jan Bakker; Zuhair K Ballas; Esther Barreiro; Scott C Bell; Rinaldo Bellomo; Jonathan A Bernstein; Richard D Branson; Vito Brusasco; James D Chalmers; Sudhansu Chokroverty; Giuseppe Citerio; Nancy A Collop; Colin R Cooke; James D Crapo; Gavin Donaldson; Dominic A Fitzgerald; Emma Grainger; Lauren Hale; Felix J Herth; Patrick M Kochanek; Guy Marks; J Randall Moorman; David E Ost; Michael Schatz; Aziz Sheikh; Alan R Smyth; Iain Stewart; Paul W Stewart; Erik R Swenson; Ronald Szymusiak; Jean-Louis Teboul; Jean-Louis Vincent; Jadwiga A Wedzicha; David M Maslove
Journal:  Crit Care Med       Date:  2020-05       Impact factor: 7.598

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