Intraclass Clustering-Based CNN Approach for Detection of Malignant Melanoma

Intraclass Clustering-Based CNN Approach for Detection of Malignant Melanoma

This paper describes the process of developing a classification model for the effective detection of malignant melanoma, an aggressive type of cancer in skin lesions. Primary focus is given on fine-tuning and improving a state-of-the-art convolutional neural network (CNN) to obtain the optimal ROC-A...

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Bibliographic Details
Main Authors: Adrian D. Bandy, Yannis Spyridis, Barbara Villarini, Vasileios Argyriou
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
classification
skin lesion clustering
malignant melanoma
machine learning
CNN
medical image processing
Online Access:https://www.mdpi.com/1424-8220/23/2/926

Internet

https://www.mdpi.com/1424-8220/23/2/926

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