A machine learning approach for the recognition of melanoma skin cancer on macroscopic images

INIS

• melanomas 100%
• images 100%
• machine learning 100%
• skin cancer 100%
• data 66%
• datasets 66%
• classification 66%
• auc 66%
• augmentation 66%
• detection 33%
• information 33%
• comparative evaluations 33%
• performance 33%
• diseases 33%
• topology 33%
• color 33%
• vision 33%
• computers 33%
• skin 33%
• geometry 33%
• cameras 33%
• texture 33%

Keyphrases

• Non-melanoma Skin Cancer 100%
• Machine Learning Approach 100%
• Macroscopic View 100%
• Data Augmentation 100%
• Machine Learning Techniques 50%
• Skin Cancer 50%
• Bootstrap 50%
• Disease-based 50%
• Feature-based 50%
• High Performance 50%
• Computer Vision System 50%
• Classification System 50%
• Static Properties 50%
• Skin Cancer Classification 50%
• Medical Diagnostic Systems 50%
• Skin Lesions 50%
• Appropriate Criteria 50%

Computer Science

• Machine Learning Approach 100%
• Artificial Neural Network 100%
• Data Augmentation 66%
• Support Vector Machine 33%
• Machine Learning Technique 33%
• Vision Systems 33%
• k-Nearest Neighbors Algorithm 33%
• Topology 33%
• Medical Diagnosis 33%
• Computer Vision 33%