Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases
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Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases
Theory, Implementation, and Analysis
Chatterjee, Saptarshi; Munshi, Sugata; Dey, Debangshu
Elsevier Science & Technology
11/2021
204
Mole
Inglês
9780323912112
15 a 20 dias
430
Descrição não disponível.
1. Introduction
2. Preprocessing and segmentation of skin lesion images
3. Extraction of effective hand crafted features from dermoscopic images
4. Feature selection and classification
5. Development of expert system for skin disease identification
6. Conclusions and future scope of work
2. Preprocessing and segmentation of skin lesion images
3. Extraction of effective hand crafted features from dermoscopic images
4. Feature selection and classification
5. Development of expert system for skin disease identification
6. Conclusions and future scope of work
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
?ABCD rule of dermoscopy; Artifacts; Asymmetry; Benign; Binary classification; Biomedical system; Condition monitoring; Cross-correlation; Dermoscopic image; Dermoscopic images; Dice coefficient; Digital signal processing; Expert system; Feature extraction; Feature selection; Fractal; Future scope; Jaccard similarity; Malignant; Mathematical morphology; Multiclass classification; Preprocessing; Recursive feature elimination; Segmentation; Skin disease; Skin diseases; Skin lesion; Support vector machine; Texture analysis; Total dermoscopic score; Wavelet transform
1. Introduction
2. Preprocessing and segmentation of skin lesion images
3. Extraction of effective hand crafted features from dermoscopic images
4. Feature selection and classification
5. Development of expert system for skin disease identification
6. Conclusions and future scope of work
2. Preprocessing and segmentation of skin lesion images
3. Extraction of effective hand crafted features from dermoscopic images
4. Feature selection and classification
5. Development of expert system for skin disease identification
6. Conclusions and future scope of work
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
?ABCD rule of dermoscopy; Artifacts; Asymmetry; Benign; Binary classification; Biomedical system; Condition monitoring; Cross-correlation; Dermoscopic image; Dermoscopic images; Dice coefficient; Digital signal processing; Expert system; Feature extraction; Feature selection; Fractal; Future scope; Jaccard similarity; Malignant; Mathematical morphology; Multiclass classification; Preprocessing; Recursive feature elimination; Segmentation; Skin disease; Skin diseases; Skin lesion; Support vector machine; Texture analysis; Total dermoscopic score; Wavelet transform
