Deep Learning in Medical Signal and Image Processing

Muhammad Aamir, Uzair Aslam Bhatti, Ziaur Rahman , Jameel Ahmed Bhutto

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Hardback

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English

IGI Global
23 May 2025

Medical imaging; Communications engineering & telecommunications; Artificial intelligence; Signal processing

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.

Edited by: Muhammad Aamir, Uzair Aslam Bhatti, Ziaur Rahman, Jameel Ahmed Bhutto, Waheed Ahmed Abro
Imprint: IGI Global
Dimensions: Height: 279mm, Width: 216mm, Spine: 35mm
Weight: 1.737kg
ISBN: 9798369398166
Pages: 500
Publication Date: 23 May 2025
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active

Uzair Aslam Bhatti was born in 1986. He received the Ph.D. degree in information and communication engineering, Hainan University, Haikou, Hainan, in 2019. He is pursuing the Postdoctoral degree in implementing Clifford algebra algorithms in analyzing the geospatial data using artificial intelligence (AI) with Nanjing Normal University, Nanjing, China. His areas of specialty include AI, machine learning, and image processing.