A machine learning method integrating ECG and gated SPECT for cardiac resynchronization therapy decision support.
Fernando Amorim FernandesKristoffer LarsenZhuo HeErivelton NascimentoAmalia PeixQiuying ShaDiana PaezErnest V GarciaWeihua ZhouClaudio T MesquitaPublished in: European journal of nuclear medicine and molecular imaging (2023)
Compared to guideline criteria, ML methods trended toward improved CRT response and super-response prediction. GMPS was central in the acquisition of most parameters. Further studies are needed to validate the models.