Using artificial intelligence on dermatology conditions in Uganda: a case for diversity in training data sets for machine learning

Background: In pursuit of applying universal non-biased Artificial Intelligence (AI) in healthcare, it is essential that data from different geographies are represented. Objective: To assess the diagnostic performance of an AI-powered dermatological algorithm called Skin Image Search on Fitzpatrick6...

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Bibliographic Details

Published in:	African health sciences Vol. 23; no. 2; pp. 753 - 63
Main Authors:	Kamulegeya, Louis, Bwanika, John, Okello, Mark, Rusoke, Davis, Nassiwa, Faith, Lubega, William, Musinguzi, Davis, Börve, Alexander
Format:	Journal Article
Language:	English
Published:	Uganda Makerere Medical School 01.06.2023
Subjects:	Artificial Intelligence Dermatology Female Humans Machine Learning Male Retrospective Studies Uganda Uganda Algorithms Fitzpatrick 6 skin type Telehealth Dermatology Artificial intelligence
ISSN:	1680-6905, 1729-0503, 1729-0503
Online Access:	Get full text
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