Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. - Mathias De Brouwer; Nicolas Vandenbussche; Bram Steenwinckel; Marija Stojchevska; Jonas Van Der Donckt; Vic Degraeve; Filip De Turck; Koen Paemeleire; Sofie Van Hoecke; Femke Ongenae (WWW (Companion Volume), 2022)

Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (CoRR, 2022)

mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. - Mathias De Brouwer; Nicolas Vandenbussche; Bram Steenwinckel; Marija Stojchevska; Jonas Van Der Donckt; Vic Degraeve; Jasper Vaneessen; Filip De Turck; Bruno Volckaert; Paul Boon 001; Koen Paemeleire; Sofie Van Hoecke; et al. (BMC Medical Informatics Decis. Mak., 2022)

Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (Biomed. Signal Process. Control., 2023)

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. - Jonas Van Der Donckt; Nicolas Vandenbussche; Jeroen Van Der Donckt; Stephanie Chen; Marija Stojchevska; Mathias De Brouwer; Bram Steenwinckel; Koen Paemeleire; Femke Ongenae; Sofie Van Hoecke (CoRR, 2024)

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up. - Marija Stojchevska; Jonas Van Der Donckt; Nicolas Vandenbussche; Mathias De Brouwer; Koen Paemeleire; Femke Ongenae; Sofie Van Hoecke (BMC Medical Informatics Decis. Mak., 2025)