Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

AvNilanjan Dey

Häftad, Engelska, 2019

Del i serien Advances in ubiquitous sensing applications for healthcare

1 490 kr

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Beskrivning

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.



  • Examines the methodology of classification of medical images that covers the taxonomy of both supervised and unsupervised models, algorithms, applications and challenges
  • Discusses recent advances in Artificial Neural Networks, machine learning, and deep learning in clinical applications
  • Introduces several techniques for medical image processing and analysis for CAD systems design

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Nilanjan Dey, Amira S. Ashour, Simon James Fong, Chintan Bhatt, UK) Dey, Nilanjan (Associate Professor, Department of Computer Science and Engineering, Techno International New Town, Kolkata, India; Visiting Fellow , University of Reading, Egypt) Ashour, Amira S. (Assistant Professor and Head of Electronics and Electrical Communications Engineering Department, Faculty of Engineering, Tanta University, Macau SAR) James Fong, Simon, PhD (Associate Professor, Department of Computer and Information Science Data Analytics and Collaborative Computing Laboratory, University of Macau, Taipa, India) Bhatt, Chintan (Assistant Professor, Department of Computer Engineering, Charotar University of Science And Technology, Gujarat

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1 979 kr

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Mer från samma serie

Wearable and Implantable Medical Devices

Nilanjan Dey, Amira S. Ashour, Simon James Fong, Chintan Bhatt, UK) Dey, Nilanjan (Associate Professor, Department of Computer Science and Engineering, Techno International New Town, Kolkata, India; Visiting Fellow , University of Reading, Egypt) Ashour, Amira S. (Assistant Professor and Head of Electronics and Electrical Communications Engineering Department, Faculty of Engineering, Tanta University, Macau SAR) James Fong, Simon, PhD (Associate Professor, Department of Computer and Information Science Data Analytics and Collaborative Computing Laboratory, University of Macau, Taipa, India) Bhatt, Chintan (Assistant Professor, Department of Computer Engineering, Charotar University of Science And Technology, Gujarat

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1 979 kr

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