Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis:
Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
San Diego, UNITED STATES
Academic Press
2019
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| Ausgabe: | ISSN. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780128180051/?ar |
| Zusammenfassung: | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images. |
| Beschreibung: | Print version record |
| Umfang: | 1 Online-Ressource (220) |
| ISBN: | 0128180048 9780128180044 9780128180051 0128180056 |
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| illustrated | Not Illustrated |
| indexdate | 2025-01-17T11:20:58Z |
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| isbn | 0128180048 9780128180044 9780128180051 0128180056 |
| language | English |
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| spelling | Dey, Nilanjan VerfasserIn aut Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis ISSN. San Diego, UNITED STATES Academic Press 2019 1 Online-Ressource (220) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Print version record Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images. Diagnostic imaging Digital techniques Imagerie pour le diagnostic ; Techniques numériques Diagnostic imaging ; Digital techniques 9780128180051 Erscheint auch als Druck-Ausgabe 9780128180051 |
| spellingShingle | Dey, Nilanjan Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis Diagnostic imaging Digital techniques Imagerie pour le diagnostic ; Techniques numériques Diagnostic imaging ; Digital techniques |
| title | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_auth | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_exact_search | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_full | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_fullStr | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_full_unstemmed | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_short | Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis |
| title_sort | classification techniques for medical image analysis and computer aided diagnosis |
| topic | Diagnostic imaging Digital techniques Imagerie pour le diagnostic ; Techniques numériques Diagnostic imaging ; Digital techniques |
| topic_facet | Diagnostic imaging Digital techniques Imagerie pour le diagnostic ; Techniques numériques Diagnostic imaging ; Digital techniques |
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