Skin Cancer Segmentation using Neural Network: Image processing methods and Kohonen neural network - Couverture souple

Arora, Ginni

 
9783659142635: Skin Cancer Segmentation using Neural Network: Image processing methods and Kohonen neural network
Couverture souple
ISBN 10 : 3659142638 ISBN 13 : 9783659142635
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Skin cancer is the most common form of cancer in United States. If detected at an early stage simple and economic treatments can cure skin cancers. Accurate skin lesion segmentation is critical in automated skin cancer early detection and diagnosis. This book proposes methods like explicit pixel based, median filter, difference filter, conservative smoothing and Kohonen neural network for automated segmentation which can replace traditional biopsy and dermoscopes. Further it can give direction to dermatologists in detecting ABCD's of skin cancer. Also may help research scholars, practitioners and students to understand more about image processing methods and role of neural network in segmentation.

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Présentation de l'éditeur

Skin cancer is the most common form of cancer in United States. If detected at an early stage simple and economic treatments can cure skin cancers. Accurate skin lesion segmentation is critical in automated skin cancer early detection and diagnosis. This book proposes methods like explicit pixel based, median filter, difference filter, conservative smoothing and Kohonen neural network for automated segmentation which can replace traditional biopsy and dermoscopes. Further it can give direction to dermatologists in detecting ABCD's of skin cancer. Also may help research scholars, practitioners and students to understand more about image processing methods and role of neural network in segmentation.

Biographie de l'auteur

Ginni Arora working as an Assistant Professor in Amity University. She has more than five years of teaching experience. She has authored three research papers. She has done Master in Technology (Computer Sc.) and Master in Computer Application from Maharishi Dayanand University.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659142638
ISBN 13 
9783659142635
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
Personne responsable
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