Название: Deep Learning Techniques for Biomedical and Health Informatics
Автор: Sujata Dash, Biswa Ranjan Acharya
Издательство: Springer
Год: 2020
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 11.2 MB
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.