Melanoma detection from dermoscopy images with deep learning methods: A comprehensive study

O Yildiz - Journal of the Faculty of Engineering and Architecture …, 2019 - avesis.gazi.edu.tr
Skin cancer is common and a serious disease, which can lead to death if not treated in time.
Melanoma is the rarest and most dangerous type of skin cancer. It causes the most deaths …

Computer vision aided study for melanoma detection: a deep learning versus conventional supervised learning approach

SS Poorna, MRK Reddy, N Akhil, S Kamath… - … : Proceedings of ICACIE …, 2020 - Springer
Melanoma is one of the most fatal type of skin cancer. Among the 2–3 million skin cancer
diagnosed around the world each year, around 5% is affected with melanoma. Early …

MelaNet: an effective deep learning framework for melanoma detection using dermoscopic images

S Lafraxo, ME Ansari, S Charfi - Multimedia Tools and Applications, 2022 - Springer
Skin cancer is considered one of the most dangerous and popular sorts of cancer. The
deadliest form of this type of cancer is called melanoma, it happens while pigmented cells …

A modified version of GoogLeNet for melanoma diagnosis

E Yilmaz, M Trocan - Journal of Information and …, 2021 - Taylor & Francis
Differential diagnosis of malignant melanoma, which is the cause of more than 75% of
deaths amongst skin lesions, is vital for patients. Artificial intelligence-based decision …

Detection of melanoma using deep learning techniques: A review

V Vipin, MK Nath, V Sreejith, NF Giji… - 2021 international …, 2021 - ieeexplore.ieee.org
In this paper, a comprehensive review of skin cancer (malignant melanoma) segmentation
and classification using computer vision and deep learning techniques have been …

Deep convolutional neural network for melanoma detection using dermoscopy images

R Kaur, H GholamHosseini… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Developing a fast and accurate classifier is an important part of a computer-aided diagnosis
system for skin cancer. Melanoma is the most dangerous form of skin cancer which has a …

Recent deep learning methods for melanoma detection: a review

NN Sultana, NB Puhan - … Conference, ICMC 2018, Varanasi, India, January …, 2018 - Springer
Melanoma is a type of skin cancer, which is not that common like basal cell and squamous
carcinoma, but it has dangerous implications since it has the tendency to migrate to other …

Skin lesions classification using deep learning techniques

OS Kareem, AM Abdulazee… - Asian Journal of …, 2021 - archive.sdpublishers.com
Skin cancer is a significant health problem. More than 123,000 new cases per year are
recorded. Melanoma is the most popular type of skin cancer, leading to more than 9000 …

Melanoma skin cancer classification based on CNN deep learning algorithms

SR Waheed, SM Saadi, MSM Rahim… - Malaysian Journal of …, 2023 - mjfas.utm.my
Melanoma, the deadliest form of skin cancer, is on the rise. The goal of this study is to
present a deep learning system implementation for the detection of melanoma lesions on a …

[Retracted] Automated Detection of Nonmelanoma Skin Cancer Based on Deep Convolutional Neural Network

M Arif, FM Philip, F Ajesh, D Izdrui… - Journal of …, 2022 - Wiley Online Library
One of the deadliest diseases is skin cancer, especially melanoma. The high resemblance
between different skin lesions such as melanoma and nevus in the skin colour images …