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The Role of Artificial Intelligence and Machine Learning in Predictive Health Care, Diagnostics, and Personalized Treatment for Seniors

Authors:
Rüdiger Höfert
Wolfgang Bench

Keywords: Artificial Intelligence, Machine Learning, TensorFlow, Keras, Elderly Care

Abstract:
This paper discusses the development and implementation of an AI-based assistance system for elderly care, addressing the challenges of loneliness and a shortage of nursing staff. By utilizing data analysis, pattern recognition, and big data analytics, alongside adaptive learning AI frameworks and tools like TensorFlow and Keras, the system enhances seniors' quality of life in their homes through interactive communication, personalized dialogues, cognitive stimulation, and emergency responses. The scalable solution facilitates connections between families and caregivers and is currently being piloted in collaboration with health insurance companies and care facilities.

Pages: 1 to 4

Copyright: Copyright (c) IARIA, 2024

Publication date: March 10, 2024

Published in: conference

ISBN: 978-1-68558-136-7

Location: Athens, Greece

Dates: from March 10, 2024 to March 14, 2024