Researcher
Jonas Van Der Donckt
- Keywords:Predictive healthcare
- Disciplines:Machine learning and decision making, Data mining
Affiliations
- Department of Electronics and information systems (Department)
Member
From8 Aug 2019 → Today
Projects
1 - 2 of 2
- Towards precision health by enabling multimodal monitoring in real-life settings using uncertainty based, hierarchical, and time-dynamic modelsFrom1 Nov 2021 → TodayFunding: FWO Strategic Basic Research Grant
- Towards precision health by enabling multimodal monitoring in real-life settings using uncertainty based hierarchical and time-dynamic modelsFrom1 Nov 2020 → 31 Oct 2021Funding: BOF - doctoral mandates
Publications
1 - 10 of 14
- Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches(2024)
Authors: 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
- Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks(2024)
Authors: Nicolas Vandenbussche, Jonas Van Der Donckt, Mathias De Brouwer, Bram Steenwinckel, Marija Stojchevska, Femke Ongenae, Sofie Van Hoecke, Koen Paemeleire
- Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect : a multi-paradigm study on psychosocial stressors(2024)
Authors: Mitchel Kappen, Gert Vanhollebeke, Jonas Van Der Donckt, Sofie Van Hoecke, Marie-Anne Vanderhasselt
- MinMaxLTTB : leveraging MinMax-preselection to scale LTTB(2023)
Authors: Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke
Pages: 21 - 25 - Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring(2023)
Authors: Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michael Rademaker, Gilles Vandewiele, Sofie Van Hoecke
- Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders(2022)
Authors: 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, et al.
Pages: 264 - 268 - Assessing the added value of context during stress detection from wearable data(2022)
Authors: Marija Stojchevska, Bram Steenwinckel, Jonas Van Der Donckt, Mathias De Brouwer, Annelies Goris, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
- How your speech responds to stress : the validation of acoustic, prosodic, and semantic speech features in a multi-paradigm stress-induction task(2022)Volume: 59
Authors: Mitchel Kappen, Jonas Van Der Donckt, Gert Vanhollebeke, Sofie Van Hoecke, Marie-Anne Vanderhasselt
Pages: S36 - S37 - From self-reporting to monitoring for improved migraine management(2022)
Authors: Jonas Van Der Donckt, Mathias De Brouwer, Pieter Moens, Marija Stojchevska, Bram Steenwinckel, Stef Pletinck, Nicolas Vandenbussche, Annelis Goris, Koen Paemeleire, Femke Ongenae, et al.
Number of pages: 1 - tsflex : flexible time series processing & feature extraction(2022)
Authors: Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke