Medical Image Classification and Symptoms Detection Using Neuro Fuzzy : ANFIS Based Classification and Tumor Detection of The Brain Medical Image
Language: English
Published by LAP LAMBERT Academic Publishing, 2012
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 43.33
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - The conventional method in medicine for brain MR images classification and tumor detection is by human inspection. Operator-assisted classification methods are impractical for large amounts of data and are also non-reproducible. MR images also always contain a noise caused by operator performance which can lead to serious inaccuracies classification. The use of artificial intelligent techniques, for instance, neural networks, fuzzy logic, neuro fuzzy have shown great potential in this field. Hence, in this project the neuro fuzzy system or ANFIS was applied for classification and detection purposes. Decision making was performed in two stages: feature extraction using the principal component analysis (PCA) and the ANFIS trained with the backpropagation gradient descent method in combination with the least squares method. The performance of the ANFIS classifier was evaluated in terms of training performance and classification accuracies and the results confirmed that the proposed ANFIS classifier has potential in detecting the tumors.…
Seller Inventory # 9783846583548
- Title
- Medical Image Classification and Symptoms Detection Using Neuro Fuzzy : ANFIS Based Classification and Tumor Detection of The Brain Medical Image
- Author
- Mohd Ariffanan Mohd Basri
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2012
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3846583545
- ISBN 13
- 9783846583548
- Item weight
- 197 grams
- Dimensions
- 220x150x8 mm
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