Willemijn Groenendaal

Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks.

Journal: IEEE transactions on bio-medical engineering

Published: March 03, 2025

Interpretable machine learning models for COPD ease of breathing estimation.

Journal: Medical & biological engineering & computing

Published: June 13, 2024

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

Journal: Sensors (Basel, Switzerland)

Published: January 09, 2024

Comparison of whole body versus thoracic bioimpedance in relation to ultrafiltration volume and systolic blood pressure during hemodialysis.

Journal: Journal of applied physiology (Bethesda, Md. : 1985)

Published: September 28, 2023

Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity.

Journal: IEEE journal of biomedical and health informatics

Published: September 19, 2022

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

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

Journal: Computer methods and programs in biomedicine

Published: November 30, 2021

Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks.

Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks.

Interpretable machine learning models for COPD ease of breathing estimation.

Interpretable machine learning models for COPD ease of breathing estimation.

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

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

Comparison of whole body versus thoracic bioimpedance in relation to ultrafiltration volume and systolic blood pressure during hemodialysis.

Comparison of whole body versus thoracic bioimpedance in relation to ultrafiltration volume and systolic blood pressure during hemodialysis.

Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity.

Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity.

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

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

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

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

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

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

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

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

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring.

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring.

Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy.

Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy.

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

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