Precision diagnostics in cardiac tumours: Integrating echocardiography and pathology with advanced machine learning on limited data

Precision diagnostics in cardiac tumours: Integrating echocardiography and pathology with advanced machine learning on limited data

This study pioneers the integration of echocardiography and pathology data with advanced machine learning (ML) techniques to significantly enhance the diagnostic accuracy of cardiac tumours, a critical yet challenging aspect of cardiology. Despite advancements in diagnostic methods, cardiac tumours&...

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Bibliographic Details
Main Authors: Seyed-Ali Sadegh-Zadeh, Naser Khezerlouy-aghdam, Hanieh Sakha, Mehrnoush Toufan, Mahsa Behravan, Amir Vahedi, Mehran Rahimi, Haniyeh Hosseini, Sanaz Khanjani, Bita Bayat, Syed Ahsan Ali, Reza Hajizadeh, Ali Eshraghi, Saeed Shiry Ghidary, Mozafar Saadat
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Cardiac tumours
Machine learning
Diagnostic accuracy
Echocardiography
Pathology
Support vector machines
Online Access:http://www.sciencedirect.com/science/article/pii/S235291482400100X

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http://www.sciencedirect.com/science/article/pii/S235291482400100X

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