Willemijn Groenendaal

30 papers Journal 16Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks. IEEE Trans. Biomed. Eng. Lorin Werthen-Brabants, Yolanda Castillo-Escario, Willemijn Groenendaal, Raimon Jané, Tom Dhaene, Dirk Deschrijver
2025	J	`jnl`	Interpretable machine learning models for COPD ease of breathing estimation. Medical Biol. Eng. Comput. Thomas T. Kok, John F. Morales, Dirk Deschrijver, Dolores Blanco-Almazán, Willemijn Groenendaal, David Ruttens, Christophe Smeets, Vojkan Mihajlovic, Femke Ongenae, Sofie Van Hoecke
2024	J	`jnl`	The Feasibility of Semi-Continuous and Multi-Frequency Thoracic Bioimpedance Measurements by a Wearable Device during Fluid Changes in Hemodialysis Patients. Sensors 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
2024	—	`conf`	Validation of a Novel Wearable Device to Estimate Heart Rate Variability and Cardiorespiratory Indexes. MeMeA John F. Morales, Dolores Blanco-Almazán, Francky Catthoor, Willemijn Groenendaal, Raimon Jané
2023	—	`conf`	Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI 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
2023	—	`conf`	Wearable ECG-Derived Respiration Performance for Respiratory Monitoring with a Non-Standard ECG Lead. CinC Dolores Blanco-Almazán, John F. Morales, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
2022	J	`jnl`	Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. IEEE J. Biomed. Health Informatics Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
2022	—	`conf`	Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size. EMBC Yolanda Castillo-Escario, Lorin Werthen-Brabants, Willemijn Groenendaal, Dirk Deschrijver, Raimon Jané
2022	J	`jnl`	Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures. Comput. Methods Programs Biomed. Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
2022	—	`conf`	The Effect of Walking on the Estimation of Breathing Pattern Parameters using Wearable Bioimpedance. EMBC Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
2021	J	`jnl`	Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach. Sensors Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Combining Bioimpedance and Myographic Signals for the Assessment of COPD During Loaded Breathing. IEEE Trans. Biomed. Eng. Dolores Blanco-Almazán, Willemijn Groenendaal, Manuel Lozano-Garcia, Luis Estrada-Petrocelli, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
2021	—	`conf`	Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches. CinC 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
2021	—	`conf`	Detection of Respiratory Phases to Estimate Breathing Pattern Parameters using Wearable Bioimpendace. EMBC Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
2021	—	`conf`	Evaluation of HRV from Repeated Measurements of PPG and Arterial Blood Pressure Signals. CinC Andrejs Fedjajevs, Willemijn Groenendaal, Lars Grieten, Carlos Agell, Pieter M. Vandervoort, Evelien Hermeling
2020	—	`conf`	Cardiac Comorbidities in COPD Patients Explained Through HRV and Respiratory Indices. CinC Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
2020	J	`jnl`	Platform for Analysis and Labeling of Medical Time Series. Sensors Andrejs Fedjajevs, Willemijn Groenendaal, Carlos Agell, Evelien Hermeling
2020	J	`jnl`	Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2020	—	`conf`	Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients. CinC Dolores Blanco-Almazán, Daniel Romero, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
2020	J	`jnl`	Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort
2019	—	`conf`	Analysis of Time Delay between Bioimpedance and Respiratory Volume Signals under Inspiratory Loaded Breathing. EMBC Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
2019	J	`jnl`	Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths. Sensors Yifan Zhang, Shuang Song, Rik Vullings, Dwaipayan Biswas, Neide Simões-Capela, Nick Van Helleputte, Chris Van Hoof, Willemijn Groenendaal
2019	—	`conf`	Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network. BioCAS Federico Corradi, Jeroen Buil, Hélène De Cannière, Willemijn Groenendaal, Pieter M. Vandervoort
2019	—	`conf`	The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation. CinC Hélène De Cannière, John F. Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort
2019	J	`jnl`	Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading. IEEE Access Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané
2018	—	`conf`	Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. EMBC Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2018	J	`jnl`	Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout. Neural Networks Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
2017	J	`jnl`	Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout. CoRR Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
2015	J	`jnl`	Cell-Specific Cardiac Electrophysiology Models. PLoS Comput. Biol. Willemijn Groenendaal, Francis A. Ortega, Armen R. Kherlopian, Andrew C. Zygmunt, Trine Krogh-Madsen, David J. Christini