Challenges and Issues in Health Care and Clinical Studies Using Deep Learning
- Title
- Challenges and Issues in Health Care and Clinical Studies Using Deep Learning
- Creator
- Devi M.R.; Sindhu V.; Devi S.
- Description
- Deep learning is a subset of machine learning, which has more than three layers of neural networks. Neural networks resemble the functioning of human behavior in nature. These neural networks are capable of producing results with single layers, but multiple layers help in producing accurate results with increased precision rate. Deep learning supports a number of artificial intelligence (AI)-based applications and services, which helps in increased automated devices, data analysis, and many more physical tasks in various fields. Deep learning technology has become part of human day-to-day life. It is involved in every aspect of daily routine like voice-based searches, operating a device, baking transactions, and many more. Deep learning allows the healthcare industry to examine data quickly without compromising accuracy. Deep learning uses mathematical models designed to work almost like the human brain. Multiple layers of networking and technology enable unmatched computing capability and the ability to traverse and analyze through vast sets of data that would have previously been lost, forgotten, or missed. 2024 Taylor & Francis Group, LLC.
- Source
- Deep Learning for Smart Healthcare: Trends, Challenges and Applications, pp. 165-182.
- Date
- 2024-01-01
- Publisher
- CRC Press
- Coverage
- Devi M.R., School of Information Science, Presidency University, Bangalore, India; Sindhu V., Department of Computer Science, Christ University, Yeshwanthpur campus, Bangalore, India; Devi S., Presidency University, Bangalore, India, School of Information Science, Presidency University, Bangalore, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-104002137-8; 978-103245581-5
- Format
- Online
- Language
- English
- Type
- Book chapter
Collection
Citation
Devi M.R.; Sindhu V.; Devi S., “Challenges and Issues in Health Care and Clinical Studies Using Deep Learning,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 23, 2025, https://archives.christuniversity.in/items/show/18107.