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Deep Learning for Medical Applications with Unique Data, Paperback / softback Book

Deep Learning for Medical Applications with Unique Data Paperback / softback

Edited by Deepak (Assistant Professor, Department of Computer Science and Engineering, Maharaja Agrasen Gupta, Utku (Associate Professor, Department of Computer Engineering, Suleyman Demirel University, Is Kose, Ashish (Sr. Assistant Professor, Department of Computer Science and Engineering, Maharaja Ag Khanna, Valentina Emilia (Full Professor, Department of Automatics and Applied Software, Faculty of E Balas

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Deep Learning for Medical Applications with Unique Data informs readers about the most recent deep learning-based medical applications in which only unique data gathered in real cases are used.

The book provides examples of how deep learning can be used in different problem areas and frameworks in both clinical and research settings, including medical image analysis, medical image registration, time series analysis, medical data synthesis, drug discovery, and pre-processing operations.

The volume discusses not only positive findings, but also negative ones obtained by deep learning techniques, including the use of newly developed deep learning techniques rarely reported in the existing literature.

The book excludes research works with ready data sets and includes only unique data use to better understand the state of deep learning in real-world cases, along with the feedback and user experiences from physicians and medical staff for applied deep learning-based solutions.

Other applications presented in the book include hybrid solutions with deep learning support, disease diagnosis with deep learning focusing on rare diseases and cancer, patient care and treatment, genomics research, as well as research on robotics and autonomous systems.

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£131.00

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