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

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

Comput. Biol. Medicine, 2024

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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