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◇ Open MIND2026-07-31· Protocol (science)

Applications of Artificial Intelligence in HIV Viral Load Monitoring and Management: A Scoping Review Protocol

Lebogang Madisha-Madalane, Sanele Ngcobo

原始摘要(英文原文)· Original abstract
Aim The aim of this scoping review is to map the extent, range and characteristics of existing literature on the use of artificial intelligence in HIV viral-load testing, monitoring, interpretation and management. Primary objective The primary objective is to identify and describe how artificial-intelligence applications have been developed, validated, evaluated or implemented in activities directly related to HIV viral load. Secondary objectives The secondary objectives are to: (1) classify the purposes for which artificial intelligence has been used in relation to HIV viral load; (2) describe the populations, settings, data sources and artificial-intelligence methods represented; (3) examine how applications have been developed, validated and evaluated; (4) map reported performance, explainability, fairness, clinical utility and implementation considerations; and (5) identify methodological, geographic and implementation gaps.
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