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Deep Learning in Medical Signal and Image Processing by Muhammad Aamir

Deep Learning in Medical Signal and Image Processing

by Muhammad Aamir , Uzair Aslam Bhatti , Ziaur Rahman
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Book cover type: Paperback
  • ISBN13: 9798369398173
  • Binding: Paperback
  • Subject: N/A
  • Publisher: IGI Global
  • Publisher Imprint: IGI Global
  • Publication Date:
  • Pages: 632
  • Original Price: GBP 193.8
  • Language: English
  • Edition: N/A
  • Item Weight: 1443 grams
  • BISAC Subject(s): Artificial Intelligence / General

Deep learning is revolutionizing the analysis of medical signals and images, offering unprecedented advancements in diagnostic accuracy and efficiency. Techniques such as convolutional and recurrent neural networks are transforming the processing of radiological scans, ultrasound images, and ECG readings. By enabling more detailed and precise interpretations, deep learning enhances the ability of healthcare providers to make timely and informed decisions. These innovations are reshaping medical workflows, improving patient outcomes, and paving the way for a future of more reliable and efficient healthcare solutions. Deep Learning in Medical Signal and Image Processing offers a comprehensive examination of deep learning, specifically through convolutional neural networks (CNNs) and recurrent neural networks (RNNs), to medical data. It explores the application of AI in the analysis of medical signals and images. Covering topics such as diagnostic accuracy, enhanced decision-making, and data augmentation techniques, this book is an excellent resource for medical practitioners, clinicians, data scientists, AI researchers, healthcare professionals, engineers, professionals, researchers, scholars, academicians, and more.

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