Bertien Buyse

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 34

Top Topics

Physiological Parameters

Quality Assessment

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Elisabeth R. M. Heremans, Nabeel Seedat, Bertien Buyse, Dries Testelmans, Mihaela van der Schaar, Maarten De Vos
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. Comput. Biol. Medicine 171 (2024)
Diego Cajal, Eduardo Gil, Pablo Laguna, Carolina Varon, Dries Testelmans, Bertien Buyse, Chris Jensen, Rohan Hoare, Raquel Bailón, Jesús Lázaro
Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Elisabeth R. M. Heremans, Nabeel Seedat, Bertien Buyse, Dries Testelmans, Mihaela van der Schaar, Maarten De Vos
U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging. CoRR (2023)
Andrea Rozo, Dries Testelmans, Bertien Buyse, Carlo S. Iorio, Xiao Hu, Carolina Varon
Assessment of Deep Learning Approaches for the Detection of Cardio-Respiratory Causal Interactions. CinC (2023)
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG. Biomed. Signal Process. Control. 78 (2022)
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG. CoRR (2022)
Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients. Frontiers Digit. Health 3 (2021)
Jonathan Moeyersons, John F. Morales, Amalia Villa Gómez, Ivan D. Castro, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon
Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG. Sensors 21 (2) (2021)
Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform. CinC (2021)
Andrea Rozo, John F. Morales, Jonathan Moeyersons, Rohan Joshi, Enrico G. Caiani, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions. Entropy 23 (8) (2021)
Adnan Albaba, Ivan D. Castro, Pascal Borzée, Bertien Buyse, Dries Testelmans, Carolina Varon, Sabine Van Huffel, Tom Torfs
Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring. Biomed. Signal Process. Control. 68 (2021)
Dorien Huysmans, Ivan D. Castro, Pascal Borzée, Aakash Patel, Tom Torfs, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients. Sensors 21 (19) (2021)
Remo Lazazzera, Margot Deviaene, Carolina Varon, Bertien Buyse, Dries Testelmans, Pablo Laguna, Eduardo Gil, Guy Carrault
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Ivan D. Castro, Aakash Patel, Margot Deviaene, Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon, Tom Torfs
Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients. CinC (2020)
John F. Morales, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Raquel Bailón, Carolina Varon
A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats. CinC (2020)
Margot Deviaene, Pascal Borzée, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers. IEEE Trans. Biomed. Eng. 67 (10) (2020)
Dorien Huysmans, Eva Heffinck, Ivan D. Castro, Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients. CinC (2020)
Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzée, Sabine Van Huffel, Carolina Varon
Signal. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea. CinC (2019)
John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Rik Willems, Michele Orini, Sabine Van Huffel, Raquel Bailón, Carolina Varon
Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients. EMBC (2019)
Margot Deviaene, Dries Testelmans, Pascal Borzée, Bertien Buyse, Sabine Van Huffel, Carolina Varon
Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC (2019)
Jonathan Moeyersons, Elena Smets, John F. Morales, Amalia Villa Gómez, Walter De Raedt, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon
Artefact detection and quality assessment of ambulatory ECG signals. Comput. Methods Programs Biomed. 182 (2019)
Dorien Huysmans, Pascal Borzée, Dries Testelmans, Bertien Buyse, Tim Willemen, Sabine Van Huffel, Carolina Varon
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring. Sensors 19 (9) (2019)
Jonathan Moeyersons, Dries Testelmans, Bertien Buyse, Rik Willems, Sabine Van Huffel, Carolina Varon
Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function. CinC (2018)
John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Raquel Bailón, Rik Willems, Sabine Van Huffel, Carolina Varon
Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities. CinC (2018)
Margot Deviaene, Jesús Lázaro, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon
Sleep Apnea Detection Using Pulse Photoplethysmography. CinC (2018)
Carolina Varon, Margot Deviaene, Dries Hendrikx, Sara Van de Putte, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
The Cardiorespiratory Graph in Sleep Apnea and Associated Comorbidities. CinC (2018)
Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea. CinC (2018)
Jesús Lázaro, Eduardo Gil, Margot Deviaene, Raquel Bailón, Dries Testelmans, Bertien Buyse, Carolina Varon, Sabine Van Huffel
Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection. CinC (2017)
Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC (2017)
John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction. BSN (2017)
Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
ECG Artefact Detection Using Ensemble Decision Trees. CinC (2017)
Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC (2016)
Carolina Varon, Alexander Caicedo, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Devy Widjaja, Carolina Varon, Dries Testelmans, Bertien Buyse, Luca Faes, Sabine Van Huffel
Separating Respiratory Influences from the Tachogram: Methods and their Sensitivity to the Type of Respiratory Signal. CinC (2014)
Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel
Sleep apnea classification using least-squares support vector machines on single lead ECG. EMBC (2013)
Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel
Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis. EMBC (2012)