Deep learning from atrioventricular plane displacement in patients with Takotsubo syndrome: lighting up the black-box.

Fahim ZamanNicholas IsomAmanda ChangYi Grace WangAhmed AbdelhamidArooj KhanMajesh MakanMahmoud AbdelghanyXiaodong WuKan Liu

Published in: European heart journal. Digital health (2023)

The spatiotemporal DCNN saliency visualization helps identify the pattern of myocardial temporal dynamics and navigates the quantification of regional myocardial mechanics. Reduced AV plane displacement in TTS patients likely correlates with impaired diastolic mechanics.

Keyphrases

left ventricular
ejection fraction
deep learning
end stage renal disease
chronic kidney disease
newly diagnosed
peritoneal dialysis
transcription factor
machine learning
heart failure
case report
artificial intelligence
patient reported outcomes
atrial fibrillation