Medical Data Asset Management and an Approach for Disease Prediction using Blockchain and Machine Learning

04/27/2023
by   Shruthi K, et al.
0

In the present medical services, the board, clinical well-being records are as electronic clinical record (EHR/EMR) frameworks. These frameworks store patients' clinical histories in a computerized design. Notwithstanding, a patient's clinical information is gained in a productive and ideal way and is demonstrated to be troublesome through these records. Powerlessness constantly prevents the well-being of the board from getting data, less use of data obtained, unmanageable protection controls, and unfortunate information resource security. In this paper, we present an effective and safe clinical information resource, the executives' framework involving Blockchain, to determine these issues. Blockchain innovation facilitates the openness of all such records by keeping a block for each patient. This paper proposes an engineering utilizing an off-chain arrangement that will empower specialists and patients to get records in a protected manner. Blockchain makes clinical records permanent and scrambles them for information honesty. Clients can notice their well-being records, yet just patients own the confidential key and can impart it to those they want. Smart contracts likewise help our information proprietors to deal with their information access in a permission way. The eventual outcome will be seen as a web and portable connection point to get to, identify, and guarantee high-security information handily. In this adventure, we will give deals with any consequences regarding the issues associated with clinical consideration data and the chiefs using AI and Blockchain. Removing only the imperative information from the data is possible with the use of AI. This is done using arranged estimations. At the point when this data is taken care of, the accompanying issue is information sharing and its constancy.

READ FULL TEXT
research
04/25/2019

d-MABE: Distributed Multilevel Attribute-Based EMR Management and Applications

Current systems used by medical institutions for the management and tran...
research
10/11/2021

IoT Equipped Intelligent Distributed Framework for Smart Healthcare Systems

The fundamental aim of the healthcare sector is to incorporate different...
research
12/09/2020

EMRs with Blockchain : A distributed democratised Electronic Medical Record sharing platform

Medical data sharing needs to be done with the utmost respect for privac...
research
04/30/2020

Non-Volatile Kernel Root kit Detection and Prevention in Cloud Computing

The field of web has turned into a basic part in everyday life. Security...
research
06/26/2023

A Framework for Securing Health Information Using Blockchain in Cloud Hosted Cyber Physical Systems

Electronic Health Records (EHRs) have undergone numerous technical impro...
research
06/06/2018

MicroShare: Privacy-Preserved Medical Resource Sharing through MicroService Architecture

This paper takes up the problem of medical resource sharing through Micr...
research
06/04/2019

Access Control for Electronic Health Records with Hybrid Blockchain-Edge Architecture

The global Electronic Health Record (EHR) market is growing dramatically...

Please sign up or login with your details

Forgot password? Click here to reset