Deep learning-based computer aided diagnosis model for skin cancer detection and classification

Skin cancer is a commonly occurring disease, which affects people of all age groups. Automated detection of skin cancer is needed to decrease the death rate by identifying the diseases at the initial stage. The visual inspection during the medical examination of skin lesions is a tedious process as...

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Vydáno v:	Distributed and parallel databases : an international journal Ročník 40; číslo 4; s. 717 - 736
Hlavní autoři:	Adla, Devakishan, Reddy, G. Venkata Rami, Nayak, Padmalaya, Karuna, G.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.12.2022 Springer Nature B.V
Témata:	Algorithms Artificial Intelligence in Healthcare Data Management Automation CAI Cancer Computer assisted instruction Computer Science Data Structures Database Management Deep learning Diagnosis Feature extraction Hair removal Image classification Image segmentation Information Systems Applications (incl.Internet) Inspection Lesions Machine learning Medical imaging Memory Structures Operating Systems Optimization Physical examinations Skin cancer Deep learning Image segmentation Skin lesion Capsule Networks Dermoscopic images Hair removal Image classification ISIC dataset
ISSN:	0926-8782, 1573-7578
On-line přístup:	Získat plný text
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