Classification of Myocardial 18F-FDG PET Uptake Patterns Using Deep Learning.

Nicholas JosselynMatthew T MacLeanChristopher JeanBen Fuchs Brianna F Moon Eileen HwuangSrikant Kamesh IyerHarold I Litt Yuchi HanFatemeh KaghazchiPaco E BravoWalter R Witschey

Published in: Radiology. Artificial intelligence (2021)

Deep learning was able to segment and classify myocardial uptake patterns on FDG PET images.Keywords: PET, Heart, Computer Aided Diagnosis, Computer Application-Detection/DiagnosisSupplemental material is available for this article.©RSNA, 2021.

Keyphrases

deep learning
pet ct
positron emission tomography
pet imaging
computed tomography
convolutional neural network
artificial intelligence
machine learning
left ventricular
heart failure
quantum dots
label free