Blockchain technology: A DNN token‐based approach in healthcare and COVID‐19 to generate extracted data. Issue 3 (23rd July 2021)

• Record Type: Journal Article
• Authors: Mallikarjuna, Basetty; Shrivastava, Gulshan; Sharma, Meenakshi
• Other Names: Gupta Deepak guestEditor.; Kose Utku guestEditor.; Castillo Oscar guestEditor.; Al‐Turjman Fadi guestEditor.
• Is Part Of: Expert systems. Volume 39:Issue 3(2022)
• Page Start: n/a
• Page End: n/a
• Publication Date: 2021-07-23
• Subjects: Blockchain -- COVID‐19 pandemic -- deep neural network -- electronic health records -- feature extracted data; Expert systems (Computer science); 006.33
• DOI: 10.1111/exsy.12778
• Languages: English
• ISSNs: 0266-4720

Abstract

Abstract: The healthcare technologies in COVID‐19 pandemic had grown immensely in various domains. Blockchain technology is one such turnkey technology, which is transforming the data securely; to store electronic health records (EHRs), develop deep learning algorithms, access the data, process the data between physicians and patients to access the EHRs in the form of distributed ledgers. Blockchain technology is also made to supply the data in the cloud and contact the huge amount of healthcare data, which is difficult and complex to process. As the complexity in the analysis of data is increasing day by day, it has become essential to minimize the risk of data complexity. This paper supports deep neural network (DNN) analysis in healthcare and COVID‐19 pandemic and gives the smart contract procedure, to identify the feature extracted data (FED) from the existing data. At the same time, the innovation will be useful to analyse future diseases. The proposed method also analyze the existing diseases which had been reported and it is extremely useful to guide physicians in providing appropriate treatment and save lives. To achieve this, the massive data is integrated using Python scripting language under various libraries to perform a wide range of medical and healthcare functions to infer knowledge that assists in the diagnosis of major diseases such as heart disease, blood cancer, gastric and COVID‐19.