Risk of Bias and Error From Data Sets Used for Dermatologic Artificial Intelligence-Reference-Cited by-同舟云学术

Risk of Bias and Error From Data Sets Used for Dermatologic Artificial Intelligence

Published:2021-11-01 Issue:11 Volume:157 Page:1271
ISSN:2168-6068
Container-title:JAMA Dermatology
language:en
Short-container-title:JAMA Dermatol

Author:

Tschandl Philipp¹

Affiliation:

1. Department of Dermatology, Medical University of Vienna, Vienna, Austria

Publisher

American Medical Association (AMA)

Subject

Dermatology

Link

https://jamanetwork.com/journals/jamadermatology/articlepdf/2784298/jamadermatology_tschandl_2021_ed_210013_1636039148.31264.pdf

Reference15 articles.

1. Lack of transparency and potential bias in artificial intelligence data sets and algorithms: a scoping review. Published online September 22.;Daneshjou;JAMA Dermatol,2021

2. Bias in, bias out: underreporting and underrepresentation of diverse skin types in machine learning research for skin cancer detection: a scoping review.;Guo;J Am Acad Dermatol

3. Melanoma recognition by a deep learning convolutional neural network: performance in different melanoma subtypes and localisations.;Winkler;Eur J Cancer,2020

4. Expert-level diagnosis of nonpigmented skin cancer by combined convolutional neural networks.;Tschandl;JAMA Dermatol,2019

5. Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study.;Tschandl;Lancet Oncol,2019

Cited by 14 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The Sociodemographic Biases in Machine Learning Algorithms: A Biomedical Informatics Perspective;Life;2024-05-21

2. Examining labelling guidelines for AI‐based software as a medical device: A review and analysis of dermatology mobile applications in Australia;Australasian Journal of Dermatology;2024-05

3. From data to diagnosis: skin cancer image datasets for artificial intelligence;Clinical and Experimental Dermatology;2024-03-29

4. Ethical considerations for artificial intelligence in dermatology: a scoping review;British Journal of Dermatology;2024-02-08

5. The State of Artificial Intelligence in Skin Cancer Publications;Journal of Cutaneous Medicine and Surgery;2024-02-07