Type: review
Abstract: Artificial intelligence (AI) has revolutionized many industries, with healthcare atthe forefront. AI-driven predictive analytics holds significant potential for earlyintervention in nursing management, promising enhanced patient outcomes.This paper evaluates AI-driven predictive analytics in nursing by examining itscurrent state, advancements, benefits, and challenges. Peer-reviewed articlesfrom 2018 to 2024 reveal that AI models improve nurses’ ability to identifyat-risk elements, optimize resource allocation, and initiate timely interventions,reducing hospital-acquired infections, readmission rates, and improving patientsafety. Challenges include data quality issues, the need for specialized training,and ethical considerations. This systematic review aims to inform healthcareprofessionals about the potential of predictive analytics to revolutionize earlyintervention strategies.
Author: Fascia, Michael
Language: English
Subfield: Health Informatics
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7057694536
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