Congenital heart diseases often involve maldevelopment of the evolutionarily recent right
heart chamber. To gain insight into right heart structure and function, we fine-tuned deep …

Right ventricular (RV) structure and function influence the morbidity and mortality from
coronary artery disease (CAD), dilated cardiomyopathy (DCM), pulmonary hypertension and …

The heart, the first organ to develop in the embryo, undergoes complex morphogenesis that
when defective results in congenital heart disease (CHD). With current therapies, more than …

Heart development is a continuous process involving significant remodeling during
embryogenesis and neonatal stages. To date, several groups have used single-cell …

Background: The genetic basis of left ventricular (LV) image-derived phenotypes, which play
a vital role in the diagnosis, management, and risk stratification of cardiovascular diseases …

Background—We present the first genome-wide cDNA array analysis of human congenitally
malformed hearts and attempted to partially elucidate these complex phenotypes. Most …

Enlargement of the aorta is an important risk factor for aortic aneurysm and dissection, a
leading cause of morbidity in the developed world. Here we performed automated extraction …

Aims To investigate the utility of novel deep learning (DL) algorithms in recognizing
transposition of the great arteries (TGA) after atrial switch procedure or congenitally …

Deep learning for detecting congenital heart disease in the fetus | Nature Medicine Skip to main
content Thank you for visiting nature.com. You are using a browser version with limited support …

Background The left ventricular outflow tract (LVOT) and ascending aorta are spatially
complex, with distinct pathologies and embryologic origins. Prior work examined the …