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Literature DB >> 30073260

Machine Learning and Health Care Disparities in Dermatology.

Adewole S Adamson^1,2, Avery Smith³.

Abstract

Mesh：

Year: 2018 PMID： 30073260 DOI： 10.1001/jamadermatol.2018.2348

Source DB: PubMed Journal: JAMA Dermatol ISSN： 2168-6068 Impact factor: 10.282

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Cited

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56 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

Review 2. Designing deep learning studies in cancer diagnostics.

Authors: Andreas Kleppe; Ole-Johan Skrede; Sepp De Raedt; Knut Liestøl; David J Kerr; Håvard E Danielsen
Journal: Nat Rev Cancer Date: 2021-01-29 Impact factor: 60.716

3. Safeguards for the use of artificial intelligence and machine learning in global health.

Authors: Amy K Paul; Merrick Schaefer
Journal: Bull World Health Organ Date: 2020-01-27 Impact factor: 9.408

4. Reporting of demographic data and representativeness in machine learning models using electronic health records.

Authors: Selen Bozkurt; Eli M Cahan; Martin G Seneviratne; Ran Sun; Juan A Lossio-Ventura; John P A Ioannidis; Tina Hernandez-Boussard
Journal: J Am Med Inform Assoc Date: 2020-12-09 Impact factor: 4.497

5. Geographic Distribution of US Cohorts Used to Train Deep Learning Algorithms.

Authors: Amit Kaushal; Russ Altman; Curt Langlotz
Journal: JAMA Date: 2020-09-22 Impact factor: 56.272

6. Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning.

Authors: Melissa D McCradden; Shalmali Joshi; James A Anderson; Mjaye Mazwi; Anna Goldenberg; Randi Zlotnik Shaul
Journal: J Am Med Inform Assoc Date: 2020-12-09 Impact factor: 4.497

7. Performance of a deep neural network in teledermatology: a single-centre prospective diagnostic study.

Authors: C Muñoz-López; C Ramírez-Cornejo; M A Marchetti; S S Han; P Del Barrio-Díaz; A Jaque; P Uribe; D Majerson; M Curi; C Del Puerto; F Reyes-Baraona; R Meza-Romero; J Parra-Cares; P Araneda-Ortega; M Guzmán; R Millán-Apablaza; M Nuñez-Mora; K Liopyris; C Vera-Kellet; C Navarrete-Dechent
Journal: J Eur Acad Dermatol Venereol Date: 2020-11-22 Impact factor: 6.166