Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders

Automated skin lesion analysis for simultaneous detection and recognition is still challenging for inter-class homogeneity and intra-class heterogeneity, leading to low generic capability of a Single Convolutional Neural Network (CNN) with limited datasets. This article proposes an end-to-end deep C...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2021-02
Hauptverfasser:	Md Kamrul Hasan, Shidhartho Roy, Mondal, Chayan, Alam, Md Ashraful, Md Toufick E Elahi, Dutta, Aishwariya, S M Taslim Uddin Raju, Md Tasnim Jawad, Mohiuddin, Ahmad
Format:	Artikel
Sprache:	eng
Schlagworte:	Applications programs Artificial neural networks Coders Datasets Decoding Feature maps Feature recognition Neural networks Spatial data
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!