ItemConference Paper

Revolutionizing Schizophrenia Care for the Elderly: Blockchain-driven Predictive Models for Personalized Support

Title
Revolutionizing Schizophrenia Care for the Elderly: Blockchain-driven Predictive Models for Personalized Support
Creator
Poornima, N.V.; Resmi, K.R.; Rohini, V.; Khatri, Himank; Prabhusundhar, P.
Description
The escalation of mental health challenges encountered by the elderly community, novel research is carried out by adopting twin cutting-edge technologies, artificial intelligence (AI) and Blockchain, which are proposed in this study, focusing on schizophrenia, which is a complex mental disorder, to raise awareness of the disease, reduce negativity, and ensure positive support. symptom prediction and disease classification models have been developed using Machine learning (ML) algorithms and symptom datasets for schizophrenia prediction. Natural Language processing is also employed to find the speech patterns for mental health illness indications. The outcomes predicted with AI models are transformed into a detailed report by leveraging Llama 3.3, ensuring understanding and encouraging people to have community conversations. The generated reports are stored in the decentralized file system to achieve more security and privacy. It ensures the tamper-free nature of Blockchain, with an interactive user interface and multilingual capabilities. This research outcome allows individuals to know the early disease symptoms and get timely assistance; it ensures an illuminating way toward improved mental well-being for senior citizens. 2025 IEEE.
Source
2025 2nd International Conference on New Frontiers in Communication, Automation, Management and Security, ICCAMS 2025;
Date
01-01-2025
Publisher
Institute of Electrical and Electronics Engineers Inc.
Subject
Artificial Intelligence; Blockchain Technology; Decentralized; Natural Language Processing; Schizophrenia
Coverage
Poornima N.V., Symbiosis International( Deemed University), Faculty of Management, Symbiosis Centre for Management Studies, Pune, India; Resmi K.R., Christ(Deemed to be) University, Dept of Computer Science, Bengaluru, India; Rohini V., Christ(Deemed to be) University, Dept of Computer Science, Bengaluru, India; Khatri H., Christ(Deemed to be) University, Dept of Computer Science, Bengaluru, India; Prabhusundhar P., Gobi Arts and Science College, Dept of Computer Science, Gobichettipalayam, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 979-833159610-1;
Format
online
Language
English
Type
Conference paper

Citation

Poornima, N.V.; Resmi, K.R.; Rohini, V.; Khatri, Himank; Prabhusundhar, P., “Revolutionizing Schizophrenia Care for the Elderly: Blockchain-driven Predictive Models for Personalized Support,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/25922.

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