Neural Network Based Classification and Diagnosis of Brain Hemorrhages: A Practical Approach - Couverture souple

Kurama, Venkata Ramana

 
9783848446322: Neural Network Based Classification and Diagnosis of Brain Hemorrhages: A Practical Approach
Couverture souple
ISBN 10 : 3848446324 ISBN 13 : 9783848446322
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Despite advances in medical sciences, many patients cannot gain benefits from developed Methods, especially health care specialists in areas such as, health detection systems are not able to address the problem of high mortality due to lack of proper systematic detection is increasing the death rates in the patients. Brain hemorrhage is one of the most frequent forms of hemorrhages among the people all over the world. The social problem of this research addressed is the lack of system for detection and Classification of brain hemorrhages. This work explores the possibility of finding a solution in three phases. The results of Neural Networks in medical diagnosis and classification computerized algorithms for diagnosing brain hemorrhage by examining Computer Tomography images of patients. The results indicate that the system uses a classification approach and has an accuracy of 90% classification evaluated by domain experts, recommended medical referral decision.The results of this work at various phases could study potentially useful to develop further detection and classification system for medical community in terms of predicting patients who are likely to have brain hemorrhages.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Despite advances in medical sciences, many patients cannot gain benefits from developed Methods, especially health care specialists in areas such as, health detection systems are not able to address the problem of high mortality due to lack of proper systematic detection is increasing the death rates in the patients. Brain hemorrhage is one of the most frequent forms of hemorrhages among the people all over the world. The social problem of this research addressed is the lack of system for detection and Classification of brain hemorrhages. This work explores the possibility of finding a solution in three phases. The results of Neural Networks in medical diagnosis and classification computerized algorithms for diagnosing brain hemorrhage by examining Computer Tomography images of patients. The results indicate that the system uses a classification approach and has an accuracy of 90% classification evaluated by domain experts, recommended medical referral decision.The results of this work at various phases could study potentially useful to develop further detection and classification system for medical community in terms of predicting patients who are likely to have brain hemorrhages.

Biographie de l'auteur

Dr.K.V.RAMANA, Professor of Computer Science & Engineering , Jawaharlal Technological University Kakinada. He did his B.Tech in Electronics and Communications,M.Tech in Computer Science, and Ph.D in Computer Science in the Area of Medical Image Processing.

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 
3848446324
ISBN 13 
9783848446322
Reliure
Broché
Nombre de pages
208
Coordonnées du fabricant
non disponible
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