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)

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 (EMBC, 2018)

Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout. - Anup Das 001; 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)

Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network. - Federico Corradi; Jeroen Buil; Hélène De Cannière; Willemijn Groenendaal; Pieter M. Vandervoort (BioCAS, 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 (CinC, 2019)

Analysis of Time Delay between Bioimpedance and Respiratory Volume Signals under Inspiratory Loaded Breathing. - Dolores Blanco-Almazán; Willemijn Groenendaal; Francky Catthoor; Raimon Jané (EMBC, 2019)

Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading. - Dolores Blanco-Almazán; Willemijn Groenendaal; Francky Catthoor; Raimon Jané (IEEE Access, 2019)

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths. - Yifan Zhang; Shuang Song 003; Rik Vullings; Dwaipayan Biswas; Neide Simões-Capela; Nick Van Helleputte; Chris Van Hoof; Willemijn Groenendaal (Sensors, 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)

Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients. - Dolores Blanco-Almazán; Daniel Romero 005; Willemijn Groenendaal; Lien Lijnen; Christophe Smeets; David Ruttens; Francky Catthoor; Raimon Jané (CinC, 2020)

Cardiac Comorbidities in COPD Patients Explained Through HRV and Respiratory Indices. - Daniel Romero 005; Dolores Blanco-Almazán; Willemijn Groenendaal; Lien Lijnen; Christophe Smeets; David Ruttens; Francky Catthoor; Raimon Jané (CinC, 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)

Platform for Analysis and Labeling of Medical Time Series. - Andrejs Fedjajevs; Willemijn Groenendaal; Carlos Agell; Evelien Hermeling (Sensors, 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)

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 (CinC, 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; et al. (CinC, 2021)

Detection of Respiratory Phases to Estimate Breathing Pattern Parameters using Wearable Bioimpendace. - Dolores Blanco-Almazán; Willemijn Groenendaal; Francky Catthoor; Raimon Jané (EMBC, 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)

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)

The Effect of Walking on the Estimation of Breathing Pattern Parameters using Wearable Bioimpedance. - Dolores Blanco-Almazán; Willemijn Groenendaal; Francky Catthoor; Raimon Jané (EMBC, 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 (EMBC, 2022)

Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures. - Daniel Romero 005; Dolores Blanco-Almazán; Willemijn Groenendaal; Lien Lijnen; Christophe Smeets; David Ruttens; Francky Catthoor; Raimon Jané (Comput. Methods Programs Biomed., 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)

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 (CinC, 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 (KDH@IJCAI, 2023)

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 (MeMeA, 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; et al. (Sensors, 2024)

Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks. - Lorin Werthen-Brabants; Yolanda Castillo-Escario; Willemijn Groenendaal; Raimon Jané; Tom Dhaene; Dirk Deschrijver (IEEE Trans. Biomed. Eng., 2025)

Interpretable machine learning models for COPD ease of breathing estimation. - Thomas T. Kok; John F. Morales; Dirk Deschrijver; Dolores Blanco-Almazán; Willemijn Groenendaal; David Ruttens; Christophe Smeets; Vojkan Mihajlovic; Femke Ongenae; Sofie Van Hoecke (Medical Biol. Eng. Comput., 2025)