Deep Neural Frameworks Improve the Accuracy of General Practitioners in the Classification of Pigmented Skin Lesions

Deep Neural Frameworks Improve the Accuracy of General Practitioners in the Classification of Pigmented Skin Lesions

This study evaluated whether deep learning frameworks trained in large datasets can help non-dermatologist physicians improve their accuracy in categorizing the seven most common pigmented skin lesions. Open-source skin images were downloaded from the International Skin Imaging Collaboration (ISIC)...

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Bibliographic Details
Main Authors: Maximiliano Lucius, Jorge De All, José Antonio De All, Martín Belvisi, Luciana Radizza, Marisa Lanfranconi, Victoria Lorenzatti, Carlos M. Galmarini
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Diagnostics
Subjects:
artificial intelligence
dermatology
deep learning
skin diseases
melanoma
Online Access:https://www.mdpi.com/2075-4418/10/11/969

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https://www.mdpi.com/2075-4418/10/11/969

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