A remote diagnosis of Parkinson's ailment using artificial intelligence based BPNN framework and cloud based storage architecture for securing data in cloud environment for the application of telecommunication technologies

S. P. Santhoshkumar, H. Lilly Beaulah,Abdulrahman Saad Alqahtani,P. Parthasarathy,Azath Mubarakali

COMPUTATIONAL INTELLIGENCE(2024)

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摘要
Voice signal analysis and identification of disease framework for Parkinson's disease (PD) is most required thing in the past few years. A new framework for determination and identification of PD is the world's most severe neurological disorder, was proposed in this article. It is the most dangerous infection which disables individuals' discourse, and different attributes, for example feelings and sensation. In this work, we initially examined about a new approach for determining the PD. Second, we proposed cloud based storage architecture for securing data in cloud computing environment. Cloud based system for distinguishing and checking Parkinson infection will expand its significance in social insurance benefit in low asset setting and security examination. This structure guarantees effective handling of huge information in distributed computing condition and acquires business experiences. In the creating nations, where the greater part of the general population does not get appropriate social insurance benefits and are not concerned of Parkinson's sickness, not to mention recognizing and getting human services for PD, this framework can be extremely commonsense and helpful. The framework, PD affected patient can be effortlessly identified as well as analyzed by giving their voice tests over their telephones. The proposed frameworks are profited to accomplish 95.8% precision in the cloud condition for recognizing PD. It is normal that the proposed system will possibly empower social insurance benefit for PD patients, who live in remote territories.
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关键词
cloud data storage,cloud security,health monitoring system,Parkinson's disease
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