Clinical Artificial Intelligence Research in Kazakhstan: A Scoping Review of Applications, Methods, and Validation
Year: 2026
Type: study-registration
Abstract: This scoping review will systematically map and characterize clinical artificial intelligence research in Kazakhstan. It will examine the medical and healthcare domains in which artificial intelligence and machine learning are applied, the clinical and health-related tasks addressed, the AI/ML methods and models used, and the approaches to model validation. Particular attention will be given to external validation, explainable AI, prospective clinical evaluation, and reported real-world clinical implementation. The review will follow established methodological guidance for scoping reviews and will be reported in accordance with the PRISMA Extension for Scoping Reviews (PRISMA-ScR).
Source: Open Science Framework
Authors: Shnara Svetlanova, Qumar Ainur
Language: English
Subfield: Health Informatics
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7215840203