Deep Learning Techniques for Biomedical and Health Informatics

This PDF book is become immediate popular in Science genre. Deep Learning Techniques for Biomedical and Health Informatics is written by famous author Basant Agarwal and Ready to Download in ePUB, PDF or Kindle formats. Released by Academic Press in 2020-01-14. Click Download Book button to get book file and read directly from your devices. Here is a quick description and cover image of Deep Learning Techniques for Biomedical and Health Informatics book.

Deep Learning Techniques for Biomedical and Health Informatics
Author :
Publisher : Academic Press
Release Date :
ISBN : 9780128190623
Pages : 367 pages
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Deep Learning Techniques for Biomedical and Health Informatics by Basant Agarwal Book PDF Summary

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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