Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms

Skin lesions are classified in benign or malignant. Among the malignant, melanoma is a very aggressive cancer and the major cause of deaths. So, early diagnosis of skin cancer is very desired. In the last few years, there is a growing interest in computer aided diagnostic (CAD) using most image and...

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Veröffentlicht in:	arXiv.org 2024-01
Hauptverfasser:	Loss, Flavio P, da Cunha, Pedro H, Rocha, Matheus B, Madson Poltronieri Zanoni, de Lima, Leandro M, Isadora Tavares Nascimento, Rezende, Isabella, Canuto, Tania R P, de Paula Vieira, Luciana, Rossoni, Renan, Santos, Maria C S, Patricia Lyra Frasson, Romão, Wanderson, Filgueiras, Paulo R, Krohling, Renato A
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Automation Cancer Classification Datasets Deep learning Diagnosis Discriminant analysis Feature extraction Information sources Lesions Machine learning Molecular structure Principal components analysis Skin cancer Spectrum analysis Support vector machines
Online-Zugang:	Volltext
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