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Coronary Artery Stenosis Detection Based on Deep Learning Models

Year: 2025

Type: article

Abstract: This article discusses popular deep learning-based stenosis detection models. The models differed in their basic neural network architecture and were pre-trained on publicly available data. A comparative analysis of the models is presented based on the main performance indicators: average accuracy (mAP), image processing time, and the number of model parameters

Source: Research Result Information Technologies

DOI: 10.18413/2518-1092-2025-10-1-0-6

Authors: E.Yu. Shchetinin, A.A. Tiutiunnik

Language: English

Topic: Cardiac Imaging and Diagnostics

Subfield: Radiology, Nuclear Medicine and Imaging

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: diamond

OpenAlex ID: W4409122846

FWCI:

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Related to: 10