Article

An Improved Skin Lesion Classification Using a Hybrid Approach with Active Contour Snake Model and Lightweight Attention-Guided Capsule Networks

2024-01-31

Abstract excerpt

Skin cancer is a prevalent type of malignancy on a global scale, and the early and accurate diag-nosis of this condition is of utmost importance for the survival of patients. The clinical assessment of cutaneous lesions is a crucial aspect of medical practice, although it encounters several obsta-cles, such as prolonged waiting time and misinterpretation. The intricate nature of skin lesions, coupled with variatio...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: d5435a5f-4f53-5e12-b198-f62a9337c3c4
DOI: 10.20944/preprints202401.2170.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

An Improved Skin Lesion Classification Using a Hybrid Approach with Active Contour Snake Model and Lightweight Attention-Guided Capsule NetworksDOI 10.20944/preprints202401.2170.v1Read

Automated Melanoma Screening: A Machine Learning Pipeline for Mole Detection, Boundary Segmentation, and ABCD(E) Feature ExtractionSemantic proximity Read

Cancer-Net SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy ImagesSemantic proximity Read

Integrating Anisotropic Heat Flow and Transformer Encoders in Convolutional Neural Network for Skin Cancer ClassificationSemantic proximity Read

A Transfer Learning Approach for Skin Cancer Classification Using Dense CNN Optimized with RAdam and CosineAnnealingSemantic proximity Read

Skin Cancer Detection Using Deep Learning Techniques: A ReviewSemantic proximity Read

SkinLiTE: Lightweight Supervised Contrastive Learning Model for Enhanced Skin Lesion Detection and Disease Typification in Dermoscopic ImagesSemantic proximity Read

AI-based Skin Cancer Detection Algorithms: Opportunities, Challenges and Way ForwardSemantic proximity Read

Improved Skin Cancer Detection with 3D Total Body Photography: Integrating AI Algorithms for Precise DiagnosisSemantic proximity Read

Advancing skin cancer diagnosis with a multi‐branch ShuffleNet architectureSemantic proximity Read

Incremental Learning Approach for Semantic Segmentation of Skin Histology ImagesSemantic proximity Read

Development of a Convolutional Neural Network-Based System for Skin Disease ClassificationSemantic proximity Read

Transformer-Aided Skin Cancer Classification Using VGG19-Based Feature EncodingSemantic proximity Read