Deep Learning Techniques for Biomedical and Health Informatics
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Deep Learning Techniques for Biomedical and Health Informatics

SKU: 9783030339661

Original price was: $209.00.Current price is: $24.99.

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Full Title

Deep Learning Techniques for Biomedical and Health Informatics
Author(s)
Edition
ISBN

9783030339661, 9783030339654
Publisher

Springer
Format

PDF and EPUB

Description

This book presents a collection of state-of-the-art approaches for deep-learning-based biomedical and health-related applications. The aim of healthcare informatics is to ensure high-quality, efficient health care, and better treatment and quality of life by efficiently analyzing abundant biomedical and healthcare data, including patient data and electronic health records (EHRs), as well as lifestyle problems. In the past, it was common to have a domain expert to develop a model for biomedical or health care applications; however, recent advances in the representation of learning algorithms (deep learning techniques) make it possible to automatically recognize the patterns and represent the given data for the development of such model. This book allows new researchers and practitioners working in the field to quickly understand the best-performing methods. It also enables them to compare different approaches and carry forward their research in an important area that has a direct impact on improving the human life and health. It is intended for researchers, academics, industry professionals, and those at technical institutes and R&D organizations, as well as students working in the fields of machine learning, deep learning, biomedical engineering, health informatics, and related fields.  

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Deep Learning Techniques for Biomedical and Health Informatics
-83%
Availability: In Stock

Deep Learning Techniques for Biomedical and Health Informatics

SKU: 9780128190623

Original price was: $150.00.Current price is: $24.99.

Access Deep Learning Techniques for Biomedical and Health Informatics Now. Discount up to 90%

Categories: ,

Additional information

Full Title

Deep Learning Techniques for Biomedical and Health Informatics
Author(s)
Edition
ISBN

9780128190623, 9780128190616
Publisher

Academic Press
Format

PDF and EPUB

Description

Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and practitioners will find it very useful. Chapters go from basic methodology to advanced methods, including detailed descriptions of proposed approaches and comprehensive critical discussions on experimental results and how they are applied to Biomedical Engineering, Electronic Health Records, and medical image processing.

  • Examines a wide range of Deep Learning applications for Biomedical Engineering and Health Informatics, including Deep Learning for drug discovery, clinical decision support systems, disease diagnosis, prediction and monitoring
  • Discusses Deep Learning applied to Electronic Health Records (EHR), including health data structures and management, deep patient similarity learning, natural language processing, and how to improve clinical decision-making
  • Provides detailed coverage of Deep Learning for medical image processing, including optimizing medical big data, brain image analysis, brain tumor segmentation in MRI imaging, and the future of biomedical image analysis

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