Artificial Intelligence Applications in Decision-Making for Disease Management <i>A scoping review</i>

Artificial intelligence (AI) has several potential applications in medicine, creating opportunities for reliable and evidence-based decision-making in disease management. To explore the practical aspects of AI in decision-making, this scoping review was conducted to identify AI applications in disease management using the PRISMA-ScR checklist. Data collection involved searching relevant keywords in Web of Science and Scopus databases in May 2023. Eligibility criteria for study inclusion and exclusion were established, and the review process adhered to the PRISMA-ScR checklist. A total of 80 extracted sub-themes were identified and categorised into 6 main themes: data processing and management, characterisation and analysis, prediction and risk stratification, screening, prognosis and diagnosis. The application of AI can enhance the reliability and confidence in medical decision-making, thereby improving the accuracy and effectiveness of medical interventions.

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Publication Details

Journal
Sultan Qaboos University medical journal
Published
2025-05-18
DOI
https://doi.org/10.18295/2075-0528.2855
Primary Topic
Healthcare Systems and Public Health
Type
article
Field-Weighted Citation Impact
0.00

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article

Artificial Intelligence Applications in Decision-Making for Disease Management A scoping review

Fatemeh Ranjbaran, Mohammadhiwa Abdekhoda
Sultan Qaboos University medical journal
Healthcare Systems and Public Health
article

Artificial Intelligence Applications in Decision-Making for Disease Management A scoping review

Fatemeh Ranjbaran, Mohammadhiwa Abdekhoda
article en

Abstract

Artificial intelligence (AI) has several potential applications in medicine, creating opportunities for reliable and evidence-based decision-making in disease management. To explore the practical aspects of AI in decision-making, this scoping review was conducted to identify AI applications in disease management using the PRISMA-ScR checklist. Data collection involved searching relevant keywords in Web of Science and Scopus databases in May 2023. Eligibility criteria for study inclusion and exclusion were established, and the review process adhered to the PRISMA-ScR checklist. A total of 80 extracted sub-themes were identified and categorised into 6 main themes: data processing and management, characterisation and analysis, prediction and risk stratification, screening, prognosis and diagnosis. The application of AI can enhance the reliability and confidence in medical decision-making, thereby improving the accuracy and effectiveness of medical interventions.

Sultan Qaboos University medical journalVol. 25(1)
Tabriz University of Medical Sciences (IR), Sultan Qaboos University (OM)
Tabriz University of Medical Sciences, University of Tabriz
Peace, Justice and strong institutions
Openalex Percentile: Top 84%
Healthcare Systems and Public Health
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