Ronald M. Aarts - Publications

A Multi-Scale Hybrid Efficient Deep Learning Model for COPD Detection Using Respiratory Sounds.

Journal: IEEE journal of biomedical and health informatics

Published: March 25, 2026

Detection of nocturnal epileptic seizures using a wearable armband: A deep learning approach combining accelerometry and photoplethysmography signals.

Journal: Computer methods and programs in biomedicine

Published: May 17, 2025

A Review on Atrial Fibrillation Detection From Ambulatory ECG.

Journal: IEEE transactions on bio-medical engineering

Published: October 09, 2023

Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States.

Journal: Children (Basel, Switzerland)

Published: September 20, 2023

Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state.

Journal: Acta paediatrica (Oslo, Norway : 1992)

Published: August 21, 2023

Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: March 30, 2022

Pitfalls in EEG Analysis in Patients With Nonconvulsive Status Epilepticus: A Preliminary Study.

Journal: Clinical EEG and neuroscience

Published: November 01, 2021

A deep transfer learning approach for wearable sleep stage classification with photoplethysmography.

Journal: NPJ digital medicine

Published: April 18, 2021

Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis.

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

Published: February 04, 2021

Video-based actigraphy is an effective contact-free method of assessing sleep in preterm infants.

Journal: Acta paediatrica (Oslo, Norway : 1992)

Published: November 19, 2020

Freezing of gait detection in Parkinson's disease via multimodal analysis of EEG and accelerometer signals.

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

Published: October 06, 2020

Atrial fibrillation monitoring with wrist-worn photoplethysmography-based wearables: State-of-the-art review.

Journal: Cardiovascular digital health journal

Published: August 26, 2020