Dries Testelmans

Orcid: 0000-0001-7303-9799

According to our database¹, Dries Testelmans authored at least 36 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Bibliography

2024

Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, January, 2024

2023

U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging.

[BibT_eX]

[DOI]

Elisabeth R. M. Heremans

Nabeel Seedat

Bertien Buyse

Dries Testelmans

Mihaela van der Schaar

Maarten De Vos

CoRR, 2023

Assessment of Deep Learning Approaches for the Detection of Cardio-Respiratory Causal Interactions.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

2022

Feature matching as improved transfer learning technique for wearable EEG.

[BibT_eX]

[DOI]

Elisabeth R. M. Heremans

Biomed. Signal Process. Control., September, 2022

Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.

[BibT_eX]

[DOI]

Elisabeth R. M. Heremans

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG.

[BibT_eX]

[DOI]

Sensors, 2021

Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients.

[BibT_eX]

[DOI]

Sensors, 2021

Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients.

[BibT_eX]

[DOI]

Frontiers Digit. Health, 2021

Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions.

[BibT_eX]

[DOI]

Entropy, 2021

Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

2019

Automatic Screening of Sleep Apnea Patients Based on the SpO<sub>2</sub> Signal.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2019

Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring.

[BibT_eX]

[DOI]

Sensors, 2019

Artefact detection and quality assessment of ambulatory ECG signals.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2019

Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

2018

The Cardiorespiratory Graph in Sleep Apnea and Associated Comorbidities.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Sleep Apnea Detection Using Pulse Photoplethysmography.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

2017

ECG Artefact Detection Using Ensemble Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

2016

Information Transfer Between Respiration and Heart Rate During Sleep Apnea.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

2014

Separating Respiratory Influences from the Tachogram: Methods and their Sensitivity to the Type of Respiratory Signal.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Sleep apnea classification using least-squares support vector machines on single lead ECG.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Dries Testelmans

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