Research Output

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Conference article in proceeding
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

The Influence of Using a Static Diastolic Geometry in ECG Imaging

Stoks, J., Cluitmans, M., Peeters, R. & Volders, P., 2019, Computing in Cardiology (CinC). Vol. 46. p. 1-4 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

Conformal feature-selection wrappers for instance transfer

Zhou, S., Smirnov, E., Schoenmakers, G., Peeters, R. & Jiang, T., 2018, Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.. Proceedings of Machine Learning Research, Vol. 91. p. 96-113 18 p.

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

Heterogeneous Domain Adaptation Based on Class Decomposition Schemes

Ismailoglu, F., Smirnov, E., Peeters, R., Zhou, S. & Collins, P., 19 Jun 2018, Advances in Knowledge Discovery and Data Mining: PAKDD 2018. Phung, D., Tseng, V., Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham: Springer, p. 169-182 (Lecture Notes in Computer Science, Vol. 10937).

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

Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data

Kuhn, T., Meroño-Peñuela, A., Malic, A., Poelen, J. H., Hurlbert, A. H., Ortiz, E. C., Furlong, L. I., Queralt-Rosinach, N., Chichester, C., Banda, J. M., Willighagen, E., Ehrhart, F., Evelo, C., Malas, T. B. & Dumontier, M., 18 Sep 2018, 2018 IEEE 14th International Conference on e-Science (e-Science). p. 83-92 10 p. (Proceedings of IEEE e-Science).

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

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

2017

Effects of Hebbian learning on networks of Kuramoto phase oscillators with time delay

Karimian, M., Dibenedetto, M., Moerel, M., De Weerd, P., Burwick, T. & Westra, R., 18 Aug 2017, BMC Neurosci 2017, 18(Suppl 1):60. BioMed Central, Vol. 18. p. 164-165 2 p.

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

Open Access

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

Reliable Granular References to Changing Linked Data

Kuhn, T., Willighagen, E., Evelo, C., Queralt-rosinach, N., Centeno, E. & Furlong, L. I., 4 Oct 2017, The Semantic Web – ISWC 2017: 16th International Semantic Web Conference, Vienna, Austria, October 21–25, 2017, Proceedings, Part I. d'Amato, C., Fernandez, M. & Tamma, V. (eds.). 1 ed. Vol. 10587. p. 436-451 16 p. (Lecture Notes in Computer Science, Vol. 10587).

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

2016

Decision Trees for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 2016, Proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications. p. 116-127

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

Deconvolution of the white adipose tissue cell types from whole genome gene expression profiles

Lenz, M., Peeters, R., Arts, I., de Kok, T. & Ertaylan, G., 10 Nov 2016, VPH2016, book of abstracts. Hoekstra, A. G. (ed.). Amsterdam: University of Amsterdam, p. 528-531

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

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

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

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

2014

A Novel P-wave Duration Estimation Method to Assess the Impact of the Hybrid Procedure for Atrial Fibrillation Ablation

Bonizzi, P., Kumar, N., Zeemering, S., Peeters, R. & Pison, L., 2014, Computing in Cardiology. Cambridge, USA

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

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

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