Literature DB >> 32960230

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

Amit Kaushal1, Russ Altman1, Curt Langlotz2.   

Abstract

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Mesh：

Year:  2020        PMID： 32960230      PMCID： PMC7509620          DOI： 10.1001/jama.2020.12067

Source DB:  PubMed          Journal:  JAMA        ISSN： 0098-7484            Impact factor:   56.272


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  6 in total

1.  A mathematical approach to medical diagnosis. Application to congenital heart disease.

Authors:  H R WARNER; A F TORONTO; L G VEASEY; R STEPHENSON
Journal:  JAMA       Date:  1961-07-22       Impact factor: 56.272

Review 2.  Machine Learning and Health Care Disparities in Dermatology.

Authors:  Adewole S Adamson; Avery Smith
Journal:  JAMA Dermatol       Date:  2018-11-01       Impact factor: 10.282

3.  How to Read Articles That Use Machine Learning: Users' Guides to the Medical Literature.

Authors:  Yun Liu; Po-Hsuan Cameron Chen; Jonathan Krause; Lily Peng
Journal:  JAMA       Date:  2019-11-12       Impact factor: 56.272

4.  Dissecting racial bias in an algorithm used to manage the health of populations.

Authors:  Ziad Obermeyer; Brian Powers; Christine Vogeli; Sendhil Mullainathan
Journal:  Science       Date:  2019-10-25       Impact factor: 47.728

5.  Inconsistent Performance of Deep Learning Models on Mammogram Classification.

Authors:  Xiaoqin Wang; Gongbo Liang; Yu Zhang; Hunter Blanton; Zachary Bessinger; Nathan Jacobs
Journal:  J Am Coll Radiol       Date:  2020-02-14       Impact factor: 5.532

6.  Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.

Authors:  John R Zech; Marcus A Badgeley; Manway Liu; Anthony B Costa; Joseph J Titano; Eric Karl Oermann
Journal:  PLoS Med       Date:  2018-11-06       Impact factor: 11.069
  6 in total
  12 in total

Review 1.  Multimodal biomedical AI.

Authors:  Julián N Acosta; Guido J Falcone; Pranav Rajpurkar; Eric J Topol
Journal:  Nat Med       Date:  2022-09-15       Impact factor: 87.241

Review 2.  Challenges in translational machine learning.

Authors:  Artuur Couckuyt; Ruth Seurinck; Annelies Emmaneel; Katrien Quintelier; David Novak; Sofie Van Gassen; Yvan Saeys
Journal:  Hum Genet       Date:  2022-03-04       Impact factor: 5.881

Review 3.  Digital medicine and the curse of dimensionality.

Authors:  Visar Berisha; Chelsea Krantsevich; P Richard Hahn; Shira Hahn; Gautam Dasarathy; Pavan Turaga; Julie Liss
Journal:  NPJ Digit Med       Date:  2021-10-28

Review 4.  Artificial intelligence in mammographic phenotyping of breast cancer risk: a narrative review.

Authors:  Aimilia Gastounioti; Shyam Desai; Vinayak S Ahluwalia; Emily F Conant; Despina Kontos
Journal:  Breast Cancer Res       Date:  2022-02-20       Impact factor: 8.408

Review 5.  Optimizing human-centered AI for healthcare in the Global South.

Authors:  Chinasa T Okolo
Journal:  Patterns (N Y)       Date:  2022-01-03

6.  Accuracy of Cloud-Based Speech Recognition Open Application Programming Interface for Medical Terms of Korean.

Authors:  Seung-Hwa Lee; Jungchan Park; Kwangmo Yang; Jeongwon Min; Jinwook Choi
Journal:  J Korean Med Sci       Date:  2022-05-09       Impact factor: 2.153

7.  Leveraging reimbursement strategies to guide value-based adoption and utilization of medical AI.

Authors:  Kaushik P Venkatesh; Marium M Raza; James A Diao; Joseph C Kvedar
Journal:  NPJ Digit Med       Date:  2022-08-10

8.  BRAX, Brazilian labeled chest x-ray dataset.

Authors:  Eduardo P Reis; Joselisa P Q de Paiva; Maria C B da Silva; Guilherme A S Ribeiro; Victor F Paiva; Lucas Bulgarelli; Henrique M H Lee; Paulo V Santos; Vanessa M Brito; Lucas T W Amaral; Gabriel L Beraldo; Jorge N Haidar Filho; Gustavo B S Teles; Gilberto Szarf; Tom Pollard; Alistair E W Johnson; Leo A Celi; Edson Amaro
Journal:  Sci Data       Date:  2022-08-10       Impact factor: 8.501

9.  Ethical Applications of Artificial Intelligence: Evidence From Health Research on Veterans.

Authors:  Christos Makridis; Seth Hurley; Gil Alterovitz; Mary Klote
Journal:  JMIR Med Inform       Date:  2021-06-02

10.  Machine Learning for Health: Algorithm Auditing & Quality Control.

Authors:  Luis Oala; Andrew G Murchison; Pradeep Balachandran; Shruti Choudhary; Jana Fehr; Alixandro Werneck Leite; Peter G Goldschmidt; Christian Johner; Elora D M Schörverth; Rose Nakasi; Martin Meyer; Federico Cabitza; Pat Baird; Carolin Prabhu; Eva Weicken; Xiaoxuan Liu; Markus Wenzel; Steffen Vogler; Darlington Akogo; Shada Alsalamah; Emre Kazim; Adriano Koshiyama; Sven Piechottka; Sheena Macpherson; Ian Shadforth; Regina Geierhofer; Christian Matek; Joachim Krois; Bruno Sanguinetti; Matthew Arentz; Pavol Bielik; Saul Calderon-Ramirez; Auss Abbood; Nicolas Langer; Stefan Haufe; Ferath Kherif; Sameer Pujari; Wojciech Samek; Thomas Wiegand
Journal:  J Med Syst       Date:  2021-11-02       Impact factor: 4.920
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