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Decalcify cardiac CT: unveiling clearer images with deep convolutional neural networks

Decalcification is crucial in enhancing the diagnostic accuracy and interpretability of cardiac CT images, particularly in cardiovascular imaging. Calcification in the coronary arteries and cardiac structures can significantly impact the quality of the images and hinder precise diagnostics. This stu...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Gopinath Nagarajan, Anandh Rajasekaran, Balaji Nagarajan, Vishnu Kumar Kaliappan, Abid Yahya, Ravi Samikannu, Irfan Anjum Badruddin, Sarfaraz Kamangar, Mohamed Hussien
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2025-04-01
Schriftenreihe:Frontiers in Medicine
Schlagworte:
deep learning
machine learning
cardiac classification
decalcification
deep convolutional neural networks (CNN)
DenseNet
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fmed.2025.1475362/full
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