Malte Kelm
Orcid: 0000-0003-0060-1052
According to our database1,
Malte Kelm
authored at least 12 papers
between 2009 and 2024.
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Bibliography
2024
Impact of Leakage on Data Harmonization in Machine Learning Pipelines in Class Imbalance Across Sites.
CoRR, 2024
2023
Improving Valvular Pathologies and Ventricular Dysfunction Diagnostic Efficiency Using Combined Auscultation and Electrocardiography Data: A Multimodal AI Approach.
Sensors, December, 2023
2021
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation.
BMC Medical Informatics Decis. Mak., 2021
2016
IEEE J. Biomed. Health Informatics, 2016
2014
Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
Feasibility of pulse presence and pulse strength assessment during head-up tilt table testing using an accelerometer located at the carotid artery.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014
2013
Detection of hemodynamic adaptations during impending syncope: Implementation of a robust algorithm based on pulse arrival time measurements only.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Pulse Arrival Time as surrogate for systolic blood pressure changes during impending neurally mediated syncope.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2009
Proceedings of the Functional Imaging and Modeling of the Heart, 2009