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Research Output

2019

Acute MI Detection Derived From ECG Parameters Distribution

Aranda Hernandez, A. R., Karel, J., Bonizzi, P. & Peeters, R., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Detection of Spatio-Temporal Recurrent Patterns in Dynamical Systems

Bonizzi, P., Peeters, R., Zeemering, S., van Hunnik, A., Meste, O. & Karel, J., 2 Aug 2019, In : Frontiers in Applied Mathematics and Statistics. 5, 36, p. 1-13

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Integrative Multi-Omics Analysis Of Human Atherosclerosis Reveals An Intraplaque Bleeding Associated Network, Which Offers Better Prediction Of Disease Stage

Jin, H., Goossens, P., Karel, J., Daemen, M., Sluimer, J. & Biessen, E., 3 Aug 2019, In : Atherosclerosis. 287, p. e63-e63 1 p., EAS19-0625.

Research output: Contribution to journalConference Abstract/Poster in journalAcademic

Neural Network-Based Matrix Completion for Minimal Configuration of Body Surface Potential Mapping

Bizcaino, D., Bujnarowski, K., Matyschik, M., Mauranen, H., Zhao, R., Bonizzi, P. & Karel, J., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
2018

An Ensemble Approach to Time Dependent Classification

van Daalen, F., Smirnov, E., Davarzani, N., Peeters, R., Karel, J. & Brunner-La Rocca, H., 20 Dec 2018, 17th IEEE International Conference on Machine Learning and Applications. IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Myocardial Ischemia Diagnosis Using a Reduced Lead System

Aranda Hernandez, A., Bonizzi, P., Karel, J. & Peeters, R., Jul 2018, IEEE Engineering in Medicine and Biology Society. 2018. p. 5302-5305 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Novel concept to guide systolic heart failure medication by repeated biomarker testing—results from TIME-CHF in context of predictive, preventive, and personalized medicine

Davarzani, N., Sanders-van Wijk, S., Maeder, M. T., Rickenbacher, P., Smirnov, E., Karel, J., Suter, T., de Boer, R. A., Block, D., Rolny, V., Zaugg, C., Pfisterer, M. E., Peeters, R. & Brunner-La Rocca, H., Jun 2018, In : The EPMA Journal. 9, 2, p. 161-173 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Orthogonal Matched Wavelets with Vanishing Moments: A Sparsity Design Approach

Karel, J. & Peeters, R., Aug 2018, In : Circuits Systems and Signal Processing. 37, 8, p. 3487-3514 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Performance Analysis of T-Wave-Offset Detection Algorithms on Patients With Cardiac Diseases

Nairn, D., Bonizzi, P., Karel, J. & Aranda Hernandez, A. R., 25 Sep 2018, Computing in Cardiology.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Twelve Dimensional Vectorcardiography. Is More Better?

Aranda Hernandez, A. R., Bonizzi, P., Karel, J. & Peeters, R., 25 Sep 2018, Computing in Cardiology.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Wavelet-promoted sparsity for non-invasive reconstruction of electrical activity of the heart

Cluitmans, M., Karel, J., Bonizzi, P., Volders, P., Westra, R. & Peeters, R., Nov 2018, In : Medical & Biological Engineering & Computing. 56, 11, p. 2039-2050 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2017

Detection of Atrial Fibrillation Episodes from short single lead recordings by means of ensemble learning

Bonizzi, P., Driessens, K. & Karel, J., 1 Sep 2017, Computing in Cardiology. Rennes, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Open Access

In Vivo Validation of Electrocardiographic Imaging

Cluitmans, M. J. M., Bonizzi, P., Karel, J. M. H., Das, M., Kietselaer, B. L. J. H., Jong, M. M. J. D., Prinzen, F. W., Peeters, R. L. M., Westra, R. L. & Volders, P. G. A., 2017, In : JACC: Clinical Electrophysiology. 3, 3, p. 232 - 242

Research output: Contribution to journalArticleAcademicpeer-review

Noninvasive Characterisation of Short-and Long-Term Recurrence of Atrial Signals During Persistent Atrial Fibrillation

Bonizzi, P., Zeemering, S., Karel, J., azman, M. H., Lankveld, T. A. R., Schotten, U., Crijns, H., Peeters, R. & Meste, O., 1 Sep 2017, Computing in Cardiology. Rennes, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Open Access

N-Terminal Pro-B-Type Natriuretic Peptide-Guided Therapy in Chronic Heart Failure Reduces Repeated Hospitalizations-Results From TIME-CHF

Davarzani, N., van Wijk, S., Karel, J., Maeder, M. T., Leibundgut, G., Gutmann, M., Pfisterer, M. E., Rickenbacher, P., Peeters, R. & Brunner-La Rocca, H., May 2017, In : Journal of Cardiac Failure. 23, 5, p. 382-389 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2016

Noninvasive Recurrence Quanti cation Analysis Predicts Atrial Fibrillation Recurrence in Persistent Patients Undergoing Electrical Cardioversion

Meste, O., Zeemering, S., Karel, J., Lankveld, T. A. R., Schotten, U., Crijns, H., Peeters, R. & Bonizzi, P., 1 Sep 2016, Computing in Cardiology. Vancouver, Canada

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Quantifying Neural Oscillatory Synchronization: A Comparison between Spectral Coherence and Phase-Locking Value Approaches

Lowet, E., Roberts, M. J., Bonizzi, P., Karel, J. & De Weerd, P., 8 Jan 2016, In : PLOS ONE. 11, 1, p. 1-37 37 p., e0146443.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
136 Downloads (Pure)

Ranking Accuracy for Logistic-GEE Models

Davarzani, N., Peeters, R., Smirnov, E., Karel, J. & Brunner-la Rocca, H., 21 Sep 2016, IDA 2016: Advances in Intelligent Data Analysis XV . Boström, H., Knobbe, A., Soares, C. & Papapetrou, P. (eds.). Springer, p. 14-25 (Lecture Notes in Computer Science, Vol. 9897).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity

Cluitmans, M., Coll-Font, J., Brooks, D., Erem, B., Bonizzi, P., Karel, J., Volders, P., Peeters, R. & Westra, R., 1 Sep 2016, Computing in Cardiology. Vancouver, Canada

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2015

High-resolution validation of localization of electrocardiographic imaging shows a centimeter-accuracy

Cluitmans, M., de Jong, M., Karel, J., Bonizzi, P., Prinzen, F., Peeters, R., Westra, R. & Volders, P., 2015, International Society for Computerized Electrocardiology (ISCE). Dolce Hayes Mansion, San Jose, CA, USA

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Performance of Dower's inverse transform and Frank lead system for Identification of Myocardial Infarction

Aranda, A., Bonizzi, P., Karel, J. & Peeters, R., Aug 2015, In : IEEE Engineering in Medicine and Biology Society. 2015, p. 4495-4498 4 p.

Research output: Contribution to journalArticleAcademicpeer-review

Sleep Apnea Detection Directly from Unprocessed ECG through Singular Spectrum Decomposition

Bonizzi, P., Karel, J., Zeemering, S. & Peeters, R., 1 Sep 2015, Computing in Cardiology. Nice, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity

Cluitmans, M., Karel, J., Bonizzi, P., de Jong, M., Volders, P., Peeters, R. & Westra, R., 1 Sep 2015, Computing in Cardiology. Nice, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Systematic comparison of non-invasive measures for the assessment of atrial fibrillation complexity: a step forward towards standardization of atrial fibrillation electrogram analysis

Bonizzi, P., Zeemering, S., Karel, J. M. H., Di Marco, L., Uldry, L., Van Zaen, J., Vesin, J-M. & Schotten, U., 1 Feb 2015, In : EP Europace. 17, 2, p. 318-325 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)

Whole heart simulations improve localization of origin of a heart beat in noninvasive electrocardiographic imaging

Cluitmans, M., Clerx, M., Karel, J., Bonizzi, P., Peeters, R., Volders, P. & Westra, R., 1 Sep 2015, International conference on basic clinical multimodal imaging. Utrecht - The Netherlands, 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference Abstract/Poster in proceedingAcademic

2014

Data driven design of an orthogonal wavelet with vanishing moments

Peeters, R. & Karel, J., 11 Jul 2014, 21st International Symposium on Mathematical Theory of Networks and Systems. p. 1665-1672

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Inverse reconstruction of epicardial potentials is improved by novel regularization methods and extensive validaton

Cluitmans, M., Bonizzi, P., Karel, J., Peeters, R., Volders, P. & Westra, R., 2014, Mathematical Biosciences Institute (MBI), Workshop 3: Integrating Modalities and Scales in Life Science Imaging. Ohio, USA

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Singular Spectrum Decomposition: a New Method for Time Series Decomposition

Bonizzi, P., Karel, J. M. H., Meste, O. & Peeters, R. L. M., 2014, In : Advances in Adaptive Data Analysis. 6, 4, 34 p., 1450011.

Research output: Contribution to journalArticleAcademicpeer-review

2013

Inverse Reconstruction of Epicardial Potentials Improves by Vectorcardiography and Realistic Potentials

Cluitmans, M., Bonizzi, P., Karel, J., Volders, P., Peeters, R. & Westra, R., 2013, Computing in Cardiology. Zaragoza, Spain

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Wavelet-sparsity based regularization over time in the inverse problem of electrocardiography

Cluitmans, M. J. M., Karel, J. M. H., Bonizzi, P., Volders, P. G. A., Westra, R. L. & Peeters, R. L. M., Aug 2013, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 3781-3784 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2012

Implementing Wavelets in Continuous Time Analog Circuits with Dynamic Range Optimization

Karel, J. M. H., Haddad, S. A. P., Hiseni, S., Westra, R. L., Serdijn, W. A. & Peeters, R. L. M., Feb 2012, In : IEEE Transactions on Circuits and Systems. 59, 2, p. 229-242 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Singular spectrum analysis improves analysis of local field potentials from macaque V1 in active fixation task

Bonizzi, P., Karel, J., de Weerd, P., Lowet, E., Roberts, M., Westra, R., Meste, O. & Peeters, R., 1 Jan 2012, In : IEEE Engineering in Medicine and Biology Society. 2012, p. 2945-2948

Research output: Contribution to journalConference article in journalAcademicpeer-review

1 Citation (Scopus)
2011

Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials

Bonizzi, P., Meste, O., Zarzoso, V., Westra, R., Karel, J., Guillem, M. S. & Castells, F., Aug 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Vol. 2011. p. 2586-2589 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

1 Citation (Scopus)
2010

Towards unobtrusive in vivo monitoring of patients prone to falling

Karel, J. M., Senden, R., Janssen, J. E., Savelberg, H. H., Grimm, B., Heyligers, I. C., Peeters, R. & Meijer, K., 1 Jan 2010, In : Ieee Engineering in Medicine and Biology Magazine. 1, p. 5018-21

Research output: Contribution to journalConference article in journalAcademicpeer-review

Open Access
2009
Open Access
File
478 Downloads (Pure)
2008

Measures for the evaluation of bias field removal procedures in MRI and the design of wavelets for suppression of RF inhomogeneities

Karel, J. M. H., Fischer, K., Westra, R. L. & Peeters, R. L. M., Aug 2008, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Vol. 2008. p. 3028-31 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

1 Citation (Scopus)