output
20152025
most citedIntegrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization

377 citations

Showing 2022Show all

5 papers · 1 filter

physics.med-ph2022★ 25 cited

MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations

Karli Gillette, Matthias A. F. Gsell, Claudia Nagel +8

Mechanistic cardiac electrophysiology models allow for personalized simulations of the electrical activity in the heart and the ensuing electrocardiogram (ECG) on the body surface.…

physics.med-ph2022★ 12 cited

In silico modeling for personalized stenting in aortic coarctation

Dandan Ma, Yong Wang, Mueed Azhar +3

Stent intervention is a recommended therapy to reduce the pressure gradient and restore blood flow for patients with coarctation of the aorta (CoA). In this work, we developed a fr…

eess.SP2022★ 8 cited

Accelerometry-based classification of circulatory states during out-of-hospital cardiac arrest

Wolfgang J. Kern, Simon Orlob, Andreas Bohn +4

Objective: Exploit accelerometry data for an automatic, reliable, and prompt detection of spontaneous circulation during cardiac arrest, as this is both vital for patient survival…

cs.CV2022★ 17 cited

Deep, Deep Learning with BART

Moritz Blumenthal, Guanxiong Luo, Martin Schilling +2

Purpose: To develop a deep-learning-based image reconstruction framework for reproducible research in MRI. Methods: The BART toolbox offers a rich set of implementations of calibra…

physics.med-ph2022

Smoothness and continuity of cost functionals for ECG mismatch computation

Thomas Grandits, Simone Pezzuto, Gernot Plank

The field of cardiac electrophysiology tries to abstract, describe and finally model the electrical characteristics of a heartbeat. With recent advances in cardiac electrophysiolog…