Automated Classification of Left Ventricular Hypertrophy on Cardiac MRI

Automated Classification of Left Ventricular Hypertrophy on Cardiac MRI

Left ventricular hypertrophy is an independent predictor of coronary artery disease, stroke, and heart failure. Our aim was to detect LVH cardiac magnetic resonance (CMR) scans with automatic methods. We developed an ensemble model based on a three-dimensional version of ResNet. The input of the net...

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Detaylı Bibliyografya
Asıl Yazarlar: Adam Budai, Ferenc Imre Suhai, Kristof Csorba, Zsofia Dohy, Liliana Szabo, Bela Merkely, Hajnalka Vago
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: MDPI AG 2022-04-01
Seri Bilgileri:Applied Sciences
Konular:
classification
left ventricular hypertrophy
CMR
machine learning
Online Erişim:https://www.mdpi.com/2076-3417/12/9/4151

Internet

https://www.mdpi.com/2076-3417/12/9/4151

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