Enhanced dermatoscopic skin lesion classification using machine learning techniques

P Varalakshmi, VA Devi, M Ezhilarasi… - … signal processing and …, 2021 - ieeexplore.ieee.org
Malicious melanoma will create greatest impact to the people. Most of the research was
done on this field to find out the benign and malignant images and also to classify the …

Detection of melanoma skin cancer using dermoscopic skin lesion images

S Shrinithi, J Aravinth - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Melanoma is a serious type of cancer. This belongs to the skin cancer category and
develops from the abnormal growth of melanocytes on our skin. A controlled growth of …

Random Heterogeneous Neurochaos Learning Architecture for Data Classification

N Nagaraj - arXiv preprint arXiv:2410.23351, 2024 - arxiv.org
Inspired by the human brain's structure and function, Artificial Neural Networks (ANN) were
developed for data classification. However, existing Neural Networks, including Deep …

Vlsi implementation of improved sobel edge detection algorithm

AG Gayathri, RA AS - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Image processing techniques are widely used to extract relevant information from digital
images and also to enhance the image. Edge detection algorithms are used to detect the …

Explainable Multi-task Learning Approach for Skin Lesion Classification

K Patel, N Mehta, S Easwaran, R Walambe… - IoT Sensors, ML, AI and …, 2024 - Springer
The early diagnosis of skin cancer has significantly improved with the use of computer-aided
techniques and deep learning (DL) models. However, existing methods often struggle with …

A Systematic Review on Detection and Classification of Melanoma

S Jayasankar, T Brindha - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
The human skin serves as the exterior protective layer of body, shielding the interior organs
beneath from damaging UV rays, dust, and pollution. Cancer is one of the main causes of …

Malignant melanoma dermoscopy image classification method based on multi‐modal medical features

X Bian, H Pan, K Zhang, P Liu, C Chen - IET Image Processing, 2023 - Wiley Online Library
Skin cancer is one of the deadliest cancers, and it has been widely developed worldwide
since the last decade. Malignant melanoma is currently the most deadly skin cancer. If …

End-User Skin Analysis (Moles) through Image Acquisition and Processing System

LA Szolga, DA Bozga, C Florea - Sensors, 2022 - mdpi.com
Skin moles and lesions can be the first signs of severe skin diseases such as cancer. This
paper presents the development of an end-user device capable of capturing images …

ENHANCED DERMATOSCOPIC SKIN LESION CLASSIFICATION USING MACHINE LEARNING TECHNIQUES

M Ali, SO Rahman, K Abid - International Journal of …, 2024 - search.proquest.com
Malignant melanoma poses significant impact on public health. Extensive research has
focused on distinguishing between benign and malignant skin lesions through …

Explainable Multi-task Learning Approach for Skin Lesion Classification

B Pradhan, B Saini - IoT Sensors, ML, AI and XAI: Empowering A … - books.google.com
The early diagnosis of skin cancer has significantly improved with the use of computer-aided
techniques and deep learning (DL) models. However, existing methods often struggle with …