Willemijn Groenendaal

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Artifact Reduction

Machine Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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
The Feasibility of Semi-Continuous and Multi-Frequency Thoracic Bioimpedance Measurements by a Wearable Device during Fluid Changes in Hemodialysis Patients. Sensors 24 (6) (2024)
John F. Morales, Dolores Blanco-Almazán, Francky Catthoor, Willemijn Groenendaal, Raimon Jané
Validation of a Novel Wearable Device to Estimate Heart Rate Variability and Cardiorespiratory Indexes. MeMeA (2024)
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
Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI (2023)
Dolores Blanco-Almazán, John F. Morales, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
Wearable ECG-Derived Respiration Performance for Respiratory Monitoring with a Non-Standard ECG Lead. CinC (2023)
Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures. Comput. Methods Programs Biomed. 225 (2022)
Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
The Effect of Walking on the Estimation of Breathing Pattern Parameters using Wearable Bioimpedance. EMBC (2022)
Yolanda Castillo-Escario, Lorin Werthen-Brabants, Willemijn Groenendaal, Dirk Deschrijver, Raimon Jané
Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size. EMBC (2022)
Dolores Blanco-Almazan, Willemijn Groenendaal, Manuel Lozano-Garcia, Luis Estrada-Petrocelli, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Combining Bioimpedance and Myographic Signals for the Assessment of COPD During Loaded Breathing. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon
Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach. Sensors 21 (8) (2021)
Dolores Blanco-Almazan, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
Detection of Respiratory Phases to Estimate Breathing Pattern Parameters using Wearable Bioimpendace. EMBC (2021)
Andrejs Fedjajevs, Willemijn Groenendaal, Lars Grieten, Carlos Agell, Pieter M. Vandervoort, Evelien Hermeling
Evaluation of HRV from Repeated Measurements of PPG and Arterial Blood Pressure Signals. CinC (2021)
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
Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches. CinC (2021)
Daniel Romero, Dolores Blanco-Almazan, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Cardiac Comorbidities in COPD Patients Explained Through HRV and Respiratory Indices. CinC (2020)
Dolores Blanco-Almazan, Daniel Romero, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients. CinC (2020)
Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Andrejs Fedjajevs, Willemijn Groenendaal, Carlos Agell, Evelien Hermeling
Platform for Analysis and Labeling of Medical Time Series. Sensors 20 (24) (2020)
Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors 20 (12) (2020)
Dolores Blanco-Almazan, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
Analysis of Time Delay between Bioimpedance and Respiratory Volume Signals under Inspiratory Loaded Breathing. EMBC (2019)
Federico Corradi, Jeroen Buil, Hélène De Cannière, Willemijn Groenendaal, Pieter M. Vandervoort
Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network. BioCAS (2019)
Hélène De Cannière, John F. Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort
The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation. CinC (2019)
Dolores Blanco-Almazan, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading. IEEE Access 7 (2019)
Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene
Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Yifan Zhang, Shuang Song, Rik Vullings, Dwaipayan Biswas, Neide Simões-Capela, Nick Van Helleputte, Chris Van Hoof, Willemijn Groenendaal
Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths. Sensors 19 (3) (2019)
Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. EMBC (2018)
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout. Neural Networks 99 (2018)
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout. CoRR (2017)
Willemijn Groenendaal, Francis A. Ortega, Armen R. Kherlopian, Andrew C. Zygmunt, Trine Krogh-Madsen, David J. Christini
Cell-Specific Cardiac Electrophysiology Models. PLoS Comput. Biol. 11 (4) (2015)