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Precision Diagnostics in Cardiac Tumours: Integrating Echocardiography and Pathology with Advanced Machine Learning on Limited Data

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

Informatics in Medicine Unlocked(2024)

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关键词
Cardiac tumours,Machine learning,Diagnostic accuracy,Echocardiography,Pathology,Support vector machines,Random forest,Gradient boosting machines,Feature importance,Clinical validation
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