Deep Learning Techniques for Biomedical and Health Informatics (Academic Press)КНИГИ » ПРОГРАММИНГ
Название: Deep Learning Techniques for Biomedical and Health Informatics Автор: Basant Agarwal (Editor), Valentina Emilia Balas (Editor), Lakhmi C. Jain (Editor) Издательство: Academic Press Год: 2020 Формат: True PDF Страниц: 351 Размер: 28.7 Mb Язык: English
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
Applied Health Analytics and Informatics Using SAS Название: Applied Health Analytics and Informatics Using SAS Автор: Joseph M. Woodside PhD Издательство: SAS Institute Год: 2018 Страниц: 378 Формат:...
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Deep Learning Techniques for Biomedical and Health Informatics (Academic Press) 
