Characteristics of publicly available skin cancer image datasets: a systematic review-Reference-Cited by-同舟云学术

Characteristics of publicly available skin cancer image datasets: a systematic review

Published:2022-01 Issue:1 Volume:4 Page:e64-e74
ISSN:2589-7500
Container-title:The Lancet Digital Health
language:en
Short-container-title:The Lancet Digital Health

Author:

Wen David,Khan Saad M,Ji Xu Antonio,Ibrahim Hussein,Smith Luke,Caballero Jose,Zepeda Luis,de Blas Perez Carlos,Denniston Alastair K,Liu Xiaoxuan,Matin Rubeta N

Funder

The Health Foundation

NIHR

Publisher

Elsevier BV

Subject

Health Information Management,Decision Sciences (miscellaneous),Health Informatics,Medicine (miscellaneous)

Reference74 articles.

1. Machine learning in medicine;Rajkomar;N Engl J Med,2019

2. High-performance medicine: the convergence of human and artificial intelligence;Topol;Nat Med,2019

3. A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis;Liu;Lancet Digit Health,2019

4. Dermatologist-level classification of skin cancer with deep neural networks;Esteva;Nature,2017

5. Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists;Haenssle;Ann Oncol,2018

Cited by 110 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. Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review;Journal of Pathology Informatics;2024-12

2. Image-Based Artificial Intelligence in Psoriasis Assessment: The Beginning of a New Diagnostic Era?;American Journal of Clinical Dermatology;2024-09-11

3. Data-centric AI approach for automated wildflower monitoring;PLOS ONE;2024-09-09

4. Deep learning algorithms for melanoma detection using dermoscopic images: A systematic review and meta-analysis;Artificial Intelligence in Medicine;2024-09

5. Automated Machine Learning (AutoML) for the Diagnosis of Melanoma Skin Lesions From Consumer-Grade Camera Photos;Cureus;2024-08-23