Prognostically safe stress-only single-photon emission computed tomography myocardial perfusion imaging guided by machine learning: report from REFINE SPECT.
Lien-Hsin HuRobert J H MillerTali SharirFrederic CommandeurRichard RiosAndrew J EinsteinMathews B FishTerrence D RuddyPhilipp A KaufmannAlbert J SinusasEdward J MillerTimothy M BatemanSharmila DorbalaMarcelo Di CarliJoanna X LiangEvann EisenbergDamini DeyDaniel S BermanPiotr J SlomkaPublished in: European heart journal. Cardiovascular Imaging (2021)
ML, using clinical and stress imaging data, can be used to automatically recommend cancellation of rest SPECT MPI scans, while ensuring higher prognostic safety than current clinical approaches.