[HTML][HTML] A survey, review, and future trends of skin lesion segmentation and classification

MK Hasan, MA Ahamad, CH Yap, G Yang - Computers in Biology and …, 2023 - Elsevier
Abstract The Computer-aided Diagnosis or Detection (CAD) approach for skin lesion
analysis is an emerging field of research that has the potential to alleviate the burden and …

Skin Lesion Segmentation using Residual U-NET

S Manivannan, N Venkateswaran - 2023 10th International …, 2023 - ieeexplore.ieee.org
Skin lesion segmentation is an essential diagnosis procedure for various skin related
diseases. Along with these minor medical conditions, malignant melanoma which is a type …

Improved Deep Learning Framework for Segmenting and Classifying Skin Lesions using K-nearest neighbor algorithm and Multi-Instance Learning

A Nayak, S Shiromani, NVD Hemanth… - … on Advances in …, 2022 - ieeexplore.ieee.org
The biggest organ that is present in the human body, which generally covers all the major
body parts. The functions of skin in the human body are more significant, since even a little …

U-Net based Network Applied to Skin Lesion Segmentation: An Ablation Study

GS Araujo, G Camara-Chavez, RB Oliveira - CLEI Electronic Journal, 2022 - clei.org
Skin cancer is one of the types of cancer that requires an early diagnosis. The segmentation
task plays a vital role in computer-aided diagnosis. Segmenting dermoscopic images is …