Cardiac MRI-Enriched Phenomapping Classification and Differential Treatment Outcomes in Patients With Ischemic Cardiomyopathy.
Deborah H KwonShuaiqi HuangMustafa TurkmaniDonna SalamDanah Al-DieriTom Kai Ming WangSamir R KapadiaAmar KrishnaswamyAlan Marc GillinovLars G SvenssonRichard A GrimmWai Hong Wilson TangDavid ChenChristopher T NguyenXiaofeng WangPublished in: Circulation. Cardiovascular imaging (2024)
CMR-enriched unsupervised phenomapping identified distinct phenogroups, which were associated with significant differential survival benefit following surgical revascularization and sMVi in patients with ICM. Phenomapping provides a novel approach for patient selection, which may enable personalized therapeutic decision-making for patients with ICM.
Keyphrases
- machine learning
- decision making
- deep learning
- magnetic resonance imaging
- heart failure
- case report
- contrast enhanced
- left ventricular
- coronary artery bypass grafting
- percutaneous coronary intervention
- computed tomography
- diffusion weighted imaging
- free survival
- oxidative stress
- brain injury
- magnetic resonance
- subarachnoid hemorrhage