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- Title
Big Data Management of Hospital Data using Deep Learning and Block-chain Technology: A Systematic Review.
- Authors
Ejaz, Nawaz; Ramzan, Raza; Maryam, Tooba; Saqib, Shazia
- Abstract
The main recompenses of remote and healthcare are sensor-based medical information gathering and remote access to medical data for real-time advice. The large volume of data coming from sensors requires to be handled by implementing deep learning and machine learning algorithms to improve an intelligent knowledge base for providing suitable solutions as and when needed. Electronic medical records (EMR) are mostly stored in a client-server database and are supported by enabling technologies like Internet of Things (IoT), Sensors, cloud, big data, Deep Learning, etc. It is accessed by several users involved like doctors, hospitals, labs, insurance providers, patients, etc. Therefore, data security from illegal access is crucial especially to manage the integrity of data. In this paper, we describe all the basic concepts involved in management and security of such data and proposed a novel system to securely manage the hospital's big data using Deep Learning and Block-Chain technology.
- Subjects
DATA management; ELECTRONIC health records; DEEP learning; ARTIFICIAL neural networks; BLOCKCHAINS
- Publication
EAI Endorsed Transactions on Scalable Information Systems, 2021, Vol 8, Issue 32, p1
- ISSN
2032-9407
- Publication type
Article
- DOI
10.4108/eai.23-3-2021.169072