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Foundations of Deep Learning and Its Applications to Health Informatics
| Content Provider | Scilit |
|---|---|
| Author | Raoof, Syed Saba Jabbar, M. A. Tiwari, Sanju |
| Copyright Year | 2021 |
| Description | Deep learning, a subfield of artificial intelligence, has shown exponential growth in health care applications. With the improvement of computational power and advances in big data, deep learning has made a significant impact on bioinformatics. Deep learning algorithms make use of neural networks and can process many features when dealing with unstructured data. Deep learning models can derive indispensable results by using the right models. In this chapter, we provide a brief discussion on the foundations of deep learning and highlight the applications of deep learning in healthcare. We anticipate this chapter can serve as a reference for researchers who are working in bioinformatics. Book Name: Deep Learning in Biomedical and Health Informatics |
| Related Links | https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003161233-1&type=chapterpdf |
| DOI | 10.1201/9781003161233-1 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2021-08-06 |
| Access Restriction | Open |
| Subject Keyword | Book Name: Deep Learning in Biomedical and Health Informatics Neural Foundations of Deep Learning Models Chapter Deep Learning and Its Applications |
| Content Type | Text |
| Resource Type | Chapter |
