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Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing by Prasanalakshmi Balaji

Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing

by Prasanalakshmi Balaji , K. Martin Sagayam , Aditi Sharma
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Book cover type: Paperback
  • ISBN13: 9798337305240
  • Binding: Paperback
  • Subject: N/A
  • Publisher: IGI Global
  • Publisher Imprint: IGI Global
  • Publication Date:
  • Pages: 538
  • Original Price: GBP 174.8
  • Language: English
  • Edition: N/A
  • Item Weight: 921 grams
  • BISAC Subject(s): Diagnostic Imaging / General

Metaheuristic algorithms emerge as powerful tools for optimizing complex systems, particularly in neural networks, where traditional methods may cause challenges. In biomedical image processing, the integration of metaheuristics like genetic algorithms, particle swarm optimization, and differential evolution offers promising improvements in neural network performance. These algorithms help improve hyperparameters and optimize architectures, enhancing the accuracy of tasks like disease detection, image segmentation, and classification. Further research into this convergence between metaheuristic optimization and deep learning may help advance medical diagnostics and healthcare technologies. Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing explores the optimization of neural networks for biomedical image analysis. It provides valuable insights into advanced image processing for improved healthcare, advanced technology, and potential scientific and computational breakthroughs. This book covers topics such as medical imaging, genetics, and psychology, and is a useful resource for business owners, computer engineers, medical professionals, academicians, researchers, and data scientists.

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