A novel algorithm developed using machine learning and a J-ACCESS database can estimate defect scores from myocardial perfusion single-photon emission tomography images.

Keisuke KisoKenichi NakajimaYukitaka NimuraTsunehiko Nishimura

Published in: Annals of nuclear medicine (2024)

We created a new algorithm to estimate MPI scores using ML and the J-ACCESS database. This algorithm should provide accurate MPI interpretation even in facilities without specialist nuclear cardiologists, and might facilitate therapeutic decision-making and predict prognoses.

Keyphrases

deep learning
machine learning
decision making
convolutional neural network
neural network
adverse drug
high resolution
emergency department
optical coherence tomography
solid state