scholarly journals Early Skin Cancer Detection Using Deep Convolutional Neural Networks on Mobile Smartphone

2020 ◽  
Vol 12 (2) ◽  
pp. 21-27
Author(s):  
Justice O. Emuoyibofarhe ◽  
◽  
Daniel Ajisafe
Keyword(s):  
Neural Networks ◽  
Skin Cancer ◽  
Convolutional Neural Networks ◽  
Cancer Detection ◽  
Deep Convolutional Neural Networks ◽  
Skin Cancer Detection ◽  
Mobile Smartphone

scholarly journals Skin Lesion Classification Based on Deep Convolutional Neural Networks Architectures

2021 ◽  
Vol 2 (01) ◽  
pp. 41-51
Author(s):  
Jwan Saeed ◽  
Subhi Zeebaree
Keyword(s):  
Neural Networks ◽  
Deep Learning ◽  
Skin Cancer ◽  
Cancer Detection ◽  
Deep Convolutional Neural Networks ◽  
Color Structure ◽  
Malignant Skin ◽  
Dermatological Disorders ◽  
Detection And Diagnosis ◽  
Skin Cancer Detection

Skin cancer is among the primary cancer types that manifest due to various dermatological disorders, which may be further classified into several types based on morphological features, color, structure, and texture. The mortality rate of patients who have skin cancer is contingent on preliminary and rapid detection and diagnosis of malignant skin cancer cells. Limitations in current dermoscopic images, including shadow, artifact, and noise, affect image quality, which may hamper detection effort. Attempts to overcome these challenges have been made by analyzing the images using deep learning neural networks to perform skin cancer detection. In this paper, the authors review the state-of-the-art in authoritative deep learning concepts pertinent to skin cancer detection and classification.

scholarly journals Impact of JPEG 2000 compression on deep convolutional neural networks for metastatic cancer detection in histopathological images

2019 ◽  
Vol 6 (02) ◽  
pp. 1 ◽  
Author(s):  
Farhad Ghazvinian Zanjani ◽  
Svitlana Zinger ◽  
Bastian Piepers ◽  
Saeed Mahmoudpour ◽  
Peter Schelkens
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Cancer Detection ◽  
Metastatic Cancer ◽  
Jpeg 2000 ◽  
Deep Convolutional Neural Networks ◽  
Histopathological Images
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