Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application

Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application

The early detection of melanoma is the most efficient way to reduce its mortality rate. Dermatologists achieve this task with the help of dermoscopy, a non-invasive tool allowing the visualization of patterns of skin lesions. Computer-aided diagnosis (CAD) systems developed on dermoscopic images are...

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Bibliographic Details
Main Authors: Arthur Cartel Foahom Gouabou, Jean-Luc Damoiseaux, Jilliana Monnier, Rabah Iguernaissi, Abdellatif Moudafi, Djamal Merad
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
ensemble method
directed acyclic graph
melanoma detection
deep learning
dermoscopic images
multiclass classification
Online Access:https://www.mdpi.com/1424-8220/21/12/3999

Internet

https://www.mdpi.com/1424-8220/21/12/3999

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