A Non-Invasive Interpretable Diagnosis of Melanoma Skin Cancer Using Deep Learning and Ensemble Stacking of Machine Learning Models

A Non-Invasive Interpretable Diagnosis of Melanoma Skin Cancer Using Deep Learning and Ensemble Stacking of Machine Learning Models

A skin lesion is a portion of skin that observes abnormal growth compared to other areas of the skin. The ISIC 2018 lesion dataset has seven classes. A miniature dataset version of it is also available with only two classes: malignant and benign. Malignant tumors are tumors that are cancerous, and b...

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Bibliographic Details
Main Authors: Iftiaz A. Alfi, Md. Mahfuzur Rahman, Mohammad Shorfuzzaman, Amril Nazir
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Diagnostics
Subjects:
skin cancer
diagnosis
machine learning
stacking model
deep learning
interpretability
Online Access:https://www.mdpi.com/2075-4418/12/3/726

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https://www.mdpi.com/2075-4418/12/3/726

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