The feasibility of using manual segmentation in a multifeature computer-aided diagnosis system for classification of skin lesions: a retrospective comparative study

Keyphrases

• Computer-aided Diagnosis (CADx) 100%
• Multi-feature 100%
• Computer-aided Diagnosis System 100%
• Manual Segmentation 100%
• General Practitioners 100%
• Benign Skin Lesion 100%
• Retrospective Comparative Study 100%
• Skin Lesion Classification 100%
• Dermatologist 75%
• Melanocytic Nevus 50%
• Melanocytic Skin Lesion 50%
• Nonmelanocytic 50%
• Malignancy Probability 50%
• Probability Score 50%
• Area under the Receiver Operating Characteristic Curve 25%
• Automatic Segmentation 25%
• Software Program 25%
• Optimal Cutoff 25%
• Segmentation Tool 25%
• Intraclass Correlation Coefficient 25%
• Benign or Malignant 25%
• Photographic Images 25%
• Agreement Analysis 25%
• Feature Agreement 25%

Medicine and Dentistry

• Computer-Aided Diagnosis 100%
• Skin Defect 100%
• General Practitioner 80%
• Cancer 40%
• Sensitivity and Specificity 20%
• Photograph 20%

Nursing and Health Professions

• Skin Defect 100%
• General Practitioner 80%
• Dermatologist 60%
• Sensitivity and Specificity 20%
• Receiver Operating Characteristic 20%
• Correlation Coefficient 20%
• Gold Standard 20%
• Photography 20%