IBT Publications by Pilia


Journal Articles (13)

N. Pilia, S. Schuler, M. Rees, G. Moik, D. Potyagaylo, O. Dössel, and A. Loewe.
Non-invasive localization of the ventricular excitation origin without patient-specific geometries using deep learning..
In Artificial Intelligence in Medicine, vol. 143, pp. 102619, 2023
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N. Pilia, C. Nagel, G. Lenis, S. Becker, O. Dössel, and A. Loewe.
ECGdeli - An open source ECG delineation toolbox for MATLAB.
In SoftwareX, vol. 13, pp. 100639, 2021
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N. Pilia, S. Severi, J. G. Raimann, S. Genovesi, O. Dössel, P. Kotanko, C. Corsi, and A. Loewe.
Quantification and classification of potassium and calcium disorders with the electrocardiogram: What do clinical studies, modeling, and reconstruction tell us?.
In APL Bioengineering, vol. 4(4) , pp. 041501, 2020
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N. Pilia, C. Corsi, S. Severi, O. Dössel, and A. Loewe.
Reconstruction of Potassium Concentrations with the ECG on Imbalanced Datasets.
2020
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T. Huang, D. Nairn, J. Chen, B. Mueller-Edenborn, N. Pilia, L. Mayer, M. Eichenlaub, Z. Moreno-Weidmann, J. Allgeier, D. Trenk, C. Ahlgrim, D. Westermann, T. Arentz, A. Loewe, and A. Jadidi.
Structural and electrophysiological determinants of atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation.
In Frontiers in Cardiovascular Medicine, vol. 9, pp. 1-18, 2023
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S. Schuler, N. Pilia, D. Potyagaylo, and A. Loewe.
Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart – with MATLAB implementation.
In Medical Image Analysis, vol. 74, pp. 102247, 2021
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C. Nagel, N. Pilia, A. Loewe, and O. Dössel.
Quantification of Interpatient 12-lead ECG Variabilities within a Healthy Cohort.
In Current Directions in Biomedical Engineering, vol. 6(3) , pp. 493-496, 2020
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M. Hernández Mesa, N. Pilia, O. Dössel, and A. Loewe.
Influence of ECG Lead Reduction Techniques for Extracellular Potassium and Calcium Concentration Estimation.
In Current Directions in Biomedical Engineering, vol. 5(1) , pp. 69-72, 2019
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S. Pollnow, N. Pilia, G. Schwaderlapp, A. Loewe, O. Dössel, and G. Lenis.
An adaptive spatio-temporal Gaussian filter for processing cardiac optical mapping data.
In Computers in Biology and Medicine, vol. 102, pp. 267-277, 2018
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M. Hernández Mesa, N. Pilia, O. Dössel, S. Severi, and A. Loewe.
Effects of Serum Calcium Changes on the Cardiac Action Potential and the ECG in a Computational Model.
In Current Directions in Biomedical Engineering, vol. 4(1) , pp. 251-254, 2018
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A. Loewe, M. Hernandez Mesa, N. Pilia, S. Severi, and O. Dössel.
A heterogeneous formulation of the Himeno et al. human ventricular myocyte model for simulation of Body Surface ECGs.
In Computing in Cardiology, vol. 45, 2018
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G. Lenis, N. Pilia, A. Loewe, W. H. W. Schulze, and O. Dössel.
Comparison of Baseline Wander Removal Techniques considering the Preservation of ST Changes in the Ischemic ECG: A Simulation Study.
In Computational and Mathematical Methods in Medicine, vol. 2017, pp. 9295029, 2017
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G. Lenis, N. Pilia, T. Oesterlein, A. Luik, C. Schmitt, and O. Dössel.
P wave detection and delineation in the ECG based on the phase free stationary wavelet transform and using intracardiac atrial electrograms as reference.
In Biomedizinische Technik. Biomedical Engineering, vol. 61(1) , pp. 37-56, 2016
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Conference Contributions (7)

N. Pilia, M. Hernandez Mesa, O. Dössel, and A. Loewe.
ECG-based Estimation of Potassium and Calcium Concentrations: Proof of Concept with Simulated Data.
In IEEE Engineering in Medicine and Biology (EMBC), pp. 2610-2613, 2019
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N. Pilia, C. Ritter, D. Potyagaylo, W. H. W. Schulze, O. Dössel, and G. Lenis.
Determination of the excitation origin in the ventricles from the ECG using support vector regression.
In Current Directions in Biomedical Engineering, vol. 3(2) , pp. 257-260, 2017
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N. Pilia, O. Dössel, G. Lenis, and A. Loewe.
ECG as a Tool to Estimate Potassium and Calcium Concentrations in the Extracellular Space.
In Computing in Cardiology, vol. 44, 2017
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N. A. Pilia, G. Lenis, A. Loewe, W. H. W. Schulze, and . O. Dössel.
The impact of baseline wander removal techniques on the ST segment in simulated ischemic 12-lead ECG.
In Current Directions in Biomedical Engineering, vol. 1(1) , pp. 96-99, 2015
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N. Pilia, G. Lenis, and O. Dössel.
Developing a robust method to delineate the P wave using information from intracardiac electrograms.
In Biosignalverarbeitung und Magnetische Methoden in der Medizin. Proceedings BBS 2014, pp. 2, 2013
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C. Nagel, N. Pilia, L. Unger, and O. Dössel.
Performance of Different Atrial Conduction Velocity Estimation Algorithms Improves with Knowledge about the Depolarization Pattern.
In Current Directions in Biomedical Engineering, vol. 5(1) , pp. 101-104, 2019
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A. Loewe, E. Poremba, T. G. Oesterlein, N. Pilia, M. Pfeiffer, O. Doessel, and S. Speidel.
An Interactive Virtual Reality Environment for Analysis of Clinical Atrial Arrhythmias and Ablation Planning.
In 2017 Computing in Cardiology Conference (CinC), vol. 44, 2017
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Dissertations (1)

N. A. Pilia.
Electrocardiogram Signal Analysis and Simulations for Non-Invasive Diagnosis.
Karlsruher Instituts für Technologie (KIT). Dissertation. 2021
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Student Theses (1)

N. A. Pilia.
A robust method to detect and characterise the P wave in the electrocardiogram.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Bachelorarbeit. 2013
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