We explore unsupervised pre-training for speech recognition by learning representations of
raw audio. wav2vec is trained on large amounts of unlabeled audio data and the resulting …

Today’s state-of-the-art machine vision models are vulnerable to image corruptions like blurring
or compression artefacts, limiting their performance in many real-world applications. We …

Estimating the pose of multiple animals is a challenging computer vision problem: frequent
interactions cause occlusions and complicate the association of detected keypoints to the …

Background In current international guidelines, intraaortic balloon counterpulsation is considered
to be a class I treatment for cardiogenic shock complicating acute myocardial infarction…

Background Extracorporeal life support (ECLS) is increasingly used in the treatment of
infarct-related cardiogenic shock despite a lack of evidence regarding its effect on mortality. …

Background In patients who have acute myocardial infarction with cardiogenic shock, early
revascularization of the culprit artery by means of percutaneous coronary intervention (PCI) …

Background In current international guidelines the recommendation for intra-aortic balloon
pump (IABP) use has been downgraded in cardiogenic shock complicating acute myocardial …

Background— There is no randomized, double-blind trial testing the prognostic effect of
highly purified omega-3 fatty acids in addition to current guideline-adjusted treatment of acute …

Aims The aim of this study was to describe the characteristics of patients with atrial fibrillation
(AF) enrolled in the Central Registry of the German Competence NETwork on Atrial …

Background— The number of patients with longer follow-up after implantation of an implantable
cardioverter-defibrillator is increasing continuously. Defibrillation lead failure is a typical …