1 code implementation • 5 Apr 2023 • Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter Harris, Steven E. Williams, Axel Loewe, Olaf Doessel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
Feature importance methods promise to provide a ranking of features according to importance for a given classification task.
3 code implementations • 29 Nov 2022 • Karli Gillette, Matthias A. F. Gsell, Claudia Nagel, Jule Bender, Bejamin Winkler, Steven E. Williams, Markus Bär, Tobias Schäffter, Olaf Dössel, Gernot Plank, Axel Loewe
Mechanistic cardiac electrophysiology models allow for personalized simulations of the electrical activity in the heart and the ensuing electrocardiogram (ECG) on the body surface.
no code implementations • 16 Sep 2022 • Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
The median localization error on the clinical data was as low as 32mm.
no code implementations • 22 Feb 2021 • Claudia Nagel, Steffen Schuler, Olaf Dössel, Axel Loewe
The novel, openly available bi-atrial SSM can in future be employed to generate large sets of realistic atrial geometries as a basis for in silico big data approaches.
1 code implementation • 4 Feb 2021 • Steffen Schuler, Nicolas Pilia, Danila Potyagaylo, Axel Loewe
For the transfer of data between different hearts as another use case, the consistency of coordinate values across different geometries is particularly relevant.
no code implementations • 9 Jun 2020 • Nicolas Pilia, Cristiana Corsi, Stefano Severi, Olaf Dössel, Axel Loewe
By doing so, we tried to generate a model being suitable for the whole range of the concentrations. With weighting, errors are increasing for the whole dataset.