Diagnostic Accuracy of Utilizing Artificial Intelligence for Malaria Diagnostic: A Systematic Review and Meta-Analysis

AI-based systems improve malaria diagnosis by providing high accuracy, automation, and lower costs. Showing performance comparable to reference methods such as microscopy and PCR, AI is a promising complementary tool for malaria control.

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Publication Details

Journal
Infectious Disease Reports
Published
2026-01-13
DOI
https://doi.org/10.3390/idr18010011
Citations
1
Primary Topic
Digital Imaging for Blood Diseases
Type
article
Field-Weighted Citation Impact
46.84
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article

Diagnostic Accuracy of Utilizing Artificial Intelligence for Malaria Diagnostic: A Systematic Review and Meta-Analysis

Nuning Winaris, Khadijah Cahya Yunita, Icha Farihah Deniyati Faratisha, Loeki Enggar Fitri et al.
1 citations
Infectious Disease Reports
Digital Imaging for Blood Diseases
46.84
article

Diagnostic Accuracy of Utilizing Artificial Intelligence for Malaria Diagnostic: A Systematic Review and Meta-Analysis

Nuning Winaris, Khadijah Cahya Yunita, Icha Farihah Deniyati Faratisha, Loeki Enggar Fitri, Lailil Muflikah, Hanifa Rizky Rahmawati
article en
1 citations

Abstract

AI-based systems improve malaria diagnosis by providing high accuracy, automation, and lower costs. Showing performance comparable to reference methods such as microscopy and PCR, AI is a promising complementary tool for malaria control.

Infectious Disease ReportsVol. 18(1)
University of Brawijaya (ID)
No poverty
Openalex Percentile: Top 1%
Digital Imaging for Blood Diseases
46.84
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