Generating Realistic Cardiac MR Images Using Diffusion Models.

The number of studies in the medical field that uses machine learning and deep learning techniques has been increasing in the last years. To harness the full potential of deep learning for medical imaging, large datasets are required for training. These datasets are difficult to obtain due to privacy concerns, underrepresentation of rare diseases, poor standardization, and lack of diagnostic label quality and availability of experts for annotation.

Prediction of left ventricular thrombus after myocardial infarction: a cardiac magnetic resonance-based prospective registry.

Background: Left ventricular thrombus (LVTh) is a severe complication after ST-segment elevation myocardial infarction (STEMI).

Objectives: We aim to predict LVTh occurrence by cardiac magnetic resonance (CMR) using clinical, echocardiographic, and electrocardiographic (ECG) variables readily available at admission.

Methods: We included 590 reperfused STEMI patients who underwent early (1-week) and/or late (6-month) CMR in our institution.

Prognostic role of persistent angina after percutaneous revascularization in chronic coronary syndrome with altered angiography and stress CMR.

Introduction And Objectives: In patients with established chronic coronary syndrome (CCS), the significance of persistent angina is controversial. We aimed to evaluate the prognostic role of persistent angina in symptomatic CCS patients with abnormal stress cardiovascular magnetic resonance (CMR) and altered angiographic findings undergoing percutaneous revascularization.

Methods: We analyzed 334 CCS patients with Canadian Cardiovascular Society angina class ≥2, perfusion deficits on stress CMR and severe lesions in angiography who underwent medical therapy optimization plus CMR-guided percutaneous revascularization.

A rare case of inferior sinus venosus atrial septal defect and concomitant hypoplasia of the posterior mitral valve leaflet.

Inferior sinus venosus atrial septal defect (SVASD) is the rarest form of the atrial septal defect (ASD) and can sometimes go unnoticed. Although this defect can be associated with other congenital anomalies, its association with hypoplasia of the posterior mitral leaflet is extremely rare. In this case, we present a woman with a history of surgery for an ostium secundum ASD who exhibited persistent right heart chamber dilation.