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Steffen E. Petersen

Researcher at Queen Mary University of London

Publications -  513
Citations -  26446

Steffen E. Petersen is an academic researcher from Queen Mary University of London. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 58, co-authored 415 publications receiving 16004 citations. Previous affiliations of Steffen E. Petersen include Aarhus University Hospital & University of Mainz.

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Journal ArticleDOI

A mathematical model of the mechanical link between shortening of the cardiomyocytes and systolic deformation of the left ventricular myocardium

TL;DR: A continuous transmural distribution of the helical angle is obligatory for smooth shortening of the cardiomyocytes, but a combination of torsional and transmural angulation changes is necessary to execute systolic mural thickening whilst keeping shortening to within its physiological range.
Book ChapterDOI

3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata

TL;DR: In this article, the authors proposed a novel deep neural network using both CMR images and patient metadata to directly predict cardiac shape parameters, using the promising ability of statistical shape models to simplify shape complexity and variability together with the advantages of convolutional neural networks for the extraction of solid visual features.
Journal ArticleDOI

Linking left ventricular function and mural architecture: what does the clinician need to know?

TL;DR: This work provides a relatively simple explanation for left ventricular (LV) twist that does not rely on the presence of a unique myocardial band, and shows how the strain indexes of the wall, including mural thickening, are mathematically bound together by this geometry, irrespective of the internal architecture of the building.