Image-Based Classical Features and Machine Learning Analysis of Skin Cancer Instances

A Almutairi, RU Khan - Applied Sciences, 2023 - mdpi.com
Skin conditions influence people of all ages and genders and impose an enormous strain on
worldwide public health. For efficient management and medical treatment, skin disorders …

Advancements in skin cancer classification: a review of machine learning techniques in clinical image analysis

G Yang, S Luo, P Greer - Multimedia Tools and Applications, 2024 - Springer
Early detection of skin cancer from skin lesion images using visual inspection can be
challenging. In recent years, research in applying deep learning models to assist in the …

Multi-class Skin Lesion Classification Using Intelligent Techniques

V Ranjan, K Chaurasia, J Singh - International Conference on Advanced …, 2023 - Springer
This study explores the development and assessment of an advanced skin cancer
classification system utilizing deep learning techniques for accurate discrimination among …

Fusion of Shallow and Deep Features for Classifying Skin Lesions

I Rahman, MK Islam, AN Chy… - 2022 25th International …, 2022 - ieeexplore.ieee.org
A skin lesion is an unusual change of skin tissues. While this can be caused by harmless
skin diseases, there is also the chance of the lesion being cancerous. Skin cancer is one of …

Machine learning algorithms for skin cancer diagnosis: Comparative analysis

D Surendren, J Sumitha - 2023 5th International Conference on …, 2023 - ieeexplore.ieee.org
One of the most serious types of cancer is skin cancer. It is brought on by DNA damage that
goes unrepaired in skin cells, which results in genetic flaws or mutations on the skin. Almost …

Early Stage Skin Cancer Detection Using Image Processing

LG Rajulu, P Madan, N Varshney… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Early stage malignant cancer detection has gain utmost research importance in recent times.
Carcinoma, which is currently acknowledged as the deadliest form of cancer in humans …

COMPUTER VISION FOR SKIN CANCER DETECTION AND DIAGNOSIS

K Kaur, L Boddu, J Fiaidhi - Authorea Preprints, 2023 - authorea.com
Skin-cancer is the most common type of cancer among all other types of cancers spreading
both developed and developing countries. In this paper, a web service is developed in order …

Skin cancer detection using machine learning classification models

P Natha, R POTHURAJU - 2023 - preprints.org
In recent years, computer-aided analysis techniques have emerged as valuable tools in
assisting dermatologists by providing objective and efficient analysis of skin cancer images …

Skin Cancer Classification Utilizing a Hybrid Model of Machine Learning Models Trained on Dermoscopic Images

SG Ahmed, F Zeng, M Alrifaey… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Skin cancer is the most prevalent kind of cancer, and early recognition is critical for
successful treatment. Computer-aided skin cancer detection systems have been developed …

[HTML][HTML] Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities

M Goyal, T Knackstedt, S Yan, S Hassanpour - Computers in biology and …, 2020 - Elsevier
Recently, there has been great interest in developing Artificial Intelligence (AI) enabled
computer-aided diagnostics solutions for the diagnosis of skin cancer. With the increasing …