Willemijn Groenendaal

According to our database, Willemijn Groenendaal authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The Feasibility of Semi-Continuous and Multi-Frequency Thoracic Bioimpedance Measurements by a Wearable Device during Fluid Changes in Hemodialysis Patients.

Melanie Schoutteten, Lucas Lindeboom, Hélène De Cannière, Zoë Pieters, Liesbeth Bruckers, Astrid D. H. Brys, Patrick van der Heijden, Bart De Moor, Jacques Peeters, Chris Van Hoof, Willemijn Groenendaal, Jeroen P. Kooman, Pieter M. Vandervoort

Sensors, March, 2024

Validation of a Novel Wearable Device to Estimate Heart Rate Variability and Cardiorespiratory Indexes.

John F. Morales, Dolores Blanco-Almazán, Francky Catthoor, Willemijn Groenendaal, Raimon Jané

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023

Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients.

Thomas T. Kok, Willemijn Groenendaal, Dolores Blanco-Almazán, Lien Lijnen, Christophe Smeets, David Ruttens, John F. Morales, Tom Dhaene, Femke Ongenae, Sofie Van Hoecke, Dirk Deschrijver

Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

Wearable ECG-Derived Respiration Performance for Respiratory Monitoring with a Non-Standard ECG Lead.

Dolores Blanco-Almazán, John F. Morales, Willemijn Groenendaal, Francky Catthoor, Raimon Jané

Proceedings of the Computing in Cardiology, 2023

2022

Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity.

Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané

IEEE J. Biomed. Health Informatics, 2022

Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures.

Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané

Comput. Methods Programs Biomed., 2022

Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size.

Yolanda Castillo-Escario, Lorin Werthen-Brabants, Willemijn Groenendaal, Dirk Deschrijver, Raimon Jané

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

The Effect of Walking on the Estimation of Breathing Pattern Parameters using Wearable Bioimpedance.

Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Combining Bioimpedance and Myographic Signals for the Assessment of COPD During Loaded Breathing.

Dolores Blanco-Almazán, Willemijn Groenendaal, Manuel Lozano-Garcia, Luis Estrada-Petrocelli, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané

IEEE Trans. Biomed. Eng., 2021

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach.

Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon

Sensors, 2021

Detection of Respiratory Phases to Estimate Breathing Pattern Parameters using Wearable Bioimpendace.

Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches.

Andrea Rozo, Jeroen Buil, Jonathan Moeyersons, John F. Morales, Roberto Garcia van der Westen, Lien Lijnen, Christophe Smeets, Sjors Jantzen, Valerie Monpellier, David Ruttens, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Carolina Varon

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

Evaluation of HRV from Repeated Measurements of PPG and Arterial Blood Pressure Signals.

Andrejs Fedjajevs, Willemijn Groenendaal, Lars Grieten, Carlos Agell, Pieter M. Vandervoort, Evelien Hermeling

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

2020

Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning.

Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene

IEEE J. Biomed. Health Informatics, 2020

Platform for Analysis and Labeling of Medical Time Series.

Andrejs Fedjajevs, Willemijn Groenendaal, Carlos Agell, Evelien Hermeling

Sensors, 2020

Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation.

Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort

Sensors, 2020

Cardiac Comorbidities in COPD Patients Explained Through HRV and Respiratory Indices.

Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané

Proceedings of the Computing in Cardiology, 2020

Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients.

Dolores Blanco-Almazán, Daniel Romero, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané

Proceedings of the Computing in Cardiology, 2020

2019

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks.

Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene

IEEE J. Biomed. Health Informatics, 2019

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths.

Yifan Zhang, Shuang Song, Rik Vullings, Dwaipayan Biswas, Neide Simões-Capela, Nick Van Helleputte, Chris Van Hoof, Willemijn Groenendaal

Sensors, 2019

Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading.

Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané

IEEE Access, 2019

Analysis of Time Delay between Bioimpedance and Respiratory Volume Signals under Inspiratory Loaded Breathing.

Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané

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

The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation.

Hélène De Cannière, John F. Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort

Proceedings of the 46th Computing in Cardiology, 2019

Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network.

Federico Corradi, Jeroen Buil, Hélène De Cannière, Willemijn Groenendaal, Pieter M. Vandervoort

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout.

Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof

Neural Networks, 2018

Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea.

Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2015

Cell-Specific Cardiac Electrophysiology Models.

Willemijn Groenendaal, Francis A. Ortega, Armen R. Kherlopian, Andrew C. Zygmunt, Trine Krogh-Madsen, David J. Christini

PLoS Comput. Biol., 2015