Evaluation of myocardial perfusion imaging techniques and artificial intelligence (AI) tools in coronary artery disease (CAD) diagnosis through multi-criteria decision-making method

It was concluded that CMR outperformed the nuclear MPI techniques. SPECT, as the least advantageous technique, remained below average on other criteria except for the cost of the scan. Integrating the RF algorithm, which stands out as the most effective AI tool in diagnosing CAD, with SPECT MPI may contribute to SPECT becoming a superior alternative.

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Publication Details

Journal
Cardiovascular Diagnosis and Therapy
Published
2024-12-01
DOI
https://doi.org/10.21037/cdt-24-237
Citations
2
Primary Topic
Advanced X-ray and CT Imaging
Type
article
Field-Weighted Citation Impact
0.37
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article

Evaluation of myocardial perfusion imaging techniques and artificial intelligence (AI) tools in coronary artery disease (CAD) diagnosis through multi-criteria decision-making method

Dilber Uzun Ozsahin, Berna Uzun, Hasan Erdagli
2 citations
Cardiovascular Diagnosis and Therapy
Advanced X-ray and CT Imaging
0.37
article

Evaluation of myocardial perfusion imaging techniques and artificial intelligence (AI) tools in coronary artery disease (CAD) diagnosis through multi-criteria decision-making method

Dilber Uzun Ozsahin, Berna Uzun, Hasan Erdagli
article en
2 citations

Abstract

It was concluded that CMR outperformed the nuclear MPI techniques. SPECT, as the least advantageous technique, remained below average on other criteria except for the cost of the scan. Integrating the RF algorithm, which stands out as the most effective AI tool in diagnosing CAD, with SPECT MPI may contribute to SPECT becoming a superior alternative.

Cardiovascular Diagnosis and TherapyVol. 14(6)
University of Sharjah (AE), Near East University (CY)
Peace, Justice and strong institutions
Openalex Percentile: Top 42%
Advanced X-ray and CT Imaging
0.37
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