AI in Predictive Healthcare: How Artificial Intelligence and Wearable Devices are Transforming Early Disease Detection | A Systematic Literature Review (2026) | Ruchir Ganatra
Year: 2026
Type: review
Abstract: This research paper was prepared by Ruchir Ganatra as an independent research study exploring Artificial Intelligence in Predictive Healthcare. The paper provides a comprehensive review of AI-powered wearable devices, machine learning algorithms, digital health technologies, Internet of Medical Things (IoMT), and early disease detection using peer-reviewed scientific literature published between 2022 and 2026. The review compares leading AI techniques including CNN, LSTM, Random Forest, Federated Learning, and Explainable AI while discussing clinical applications, ethical considerations, privacy, algorithmic bias, and future research directions. This paper is intended to support researchers, students, healthcare professionals, and technology enthusiasts interested in the future of AI-driven healthcare.
Author: Ganatra, Ruchir
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7166456794
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