Literature DB >> 31932798

Diagnosing bias in data-driven algorithms for healthcare.

Jenna Wiens1, W Nicholson Price2, Michael W Sjoding3.   

Abstract

Mesh：

Year:  2020        PMID： 31932798     DOI： 10.1038/s41591-019-0726-6

Source DB:  PubMed          Journal:  Nat Med        ISSN： 1078-8956            Impact factor:   53.440


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  10 in total

1.  Application of Artificial Intelligence to Clinical Practice in Inflammatory Bowel Disease - What the Clinician Needs to Know.

Authors:  David Chen; Clifton Fulmer; Ilyssa O Gordon; Sana Syed; Ryan W Stidham; Niels Vande Casteele; Yi Qin; Katherine Falloon; Benjamin L Cohen; Robert Wyllie; Florian Rieder
Journal:  J Crohns Colitis       Date:  2022-03-14       Impact factor: 10.020

Review 2.  Demographic reporting across a decade of neuroimaging: a systematic review.

Authors:  Elijah Sterling; Hannah Pearl; Zexuan Liu; Jason W Allen; Candace C Fleischer
Journal:  Brain Imaging Behav       Date:  2022-09-17       Impact factor: 3.224

3.  Technology readiness levels for machine learning systems.

Authors:  Alexander Lavin; Ciarán M Gilligan-Lee; Alessya Visnjic; Siddha Ganju; Dava Newman; Sujoy Ganguly; Danny Lange; Atílím Güneş Baydin; Amit Sharma; Adam Gibson; Stephan Zheng; Eric P Xing; Chris Mattmann; James Parr; Yarin Gal
Journal:  Nat Commun       Date:  2022-10-20       Impact factor: 17.694

4.  Unity Is Intelligence: A Collective Intelligence Experiment on ECG Reading to Improve Diagnostic Performance in Cardiology.

Authors:  Luca Ronzio; Andrea Campagner; Federico Cabitza; Gian Franco Gensini
Journal:  J Intell       Date:  2021-04-01

5.  Performance of intensive care unit severity scoring systems across different ethnicities.

Authors:  Rahuldeb Sarkar; Christopher Martin; Heather Mattie; Judy Wawira Gichoya; David J Stone; Leo Anthony Celi
Journal:  medRxiv       Date:  2021-01-20

6.  Performance of intensive care unit severity scoring systems across different ethnicities in the USA: a retrospective observational study.

Authors:  Rahuldeb Sarkar; Christopher Martin; Heather Mattie; Judy Wawira Gichoya; David J Stone; Leo Anthony Celi
Journal:  Lancet Digit Health       Date:  2021-04

7.  Operationalizing and Implementing Pretrained, Large Artificial Intelligence Linguistic Models in the US Health Care System: Outlook of Generative Pretrained Transformer 3 (GPT-3) as a Service Model.

Authors:  Emre Sezgin; Joseph Sirrianni; Simon L Linwood
Journal:  JMIR Med Inform       Date:  2022-02-10

8.  Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants.

Authors:  Hanyin Wang; Yikuan Li; Andrew Naidech; Yuan Luo
Journal:  BMC Med Inform Decis Mak       Date:  2022-06-16       Impact factor: 3.298

9.  Automated STI/HIV risk assessments: Testing an online clinical algorithm in Ottawa, Canada.

Authors:  Patrick O'Byrne; Alexandra Musten; Lauren Orser; Scott Buckingham
Journal:  Int J STD AIDS       Date:  2021-09-10       Impact factor: 1.359

10.  Introduction to artificial intelligence in ultrasound imaging in obstetrics and gynecology.

Authors:  L Drukker; J A Noble; A T Papageorghiou
Journal:  Ultrasound Obstet Gynecol       Date:  2020-10       Impact factor: 7.299
  10 in total

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