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Researcher
Jean-Marie Aerts
- Disciplines:Human health engineering
Affiliations
- Department of Biosystems (BIOSYST) (Department)
Responsible
From1 Aug 2021 → Today - Leuven Medical Technology Centre (Research unit)
Responsible
From6 Dec 2017 → Today - Animal and Human Health Engineering (A2H) (Division)
Member
From1 Aug 2020 → Today - Division Animal and Human Health Engineering (Division)
Member
From1 Aug 2015 → 31 Jul 2020
Projects
1 - 10 of 47
- Quantitative automated evaluation and multi-modal monitoring tool for movement disorders in dyskinetic cerebral palsy (QUO VADYS) (ref. BAP-2025-258)From22 Oct 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Empowering Research Talent: Building R&I Talent Ecosystems to Advance Careers in Health InnovationFrom1 Oct 2025 → TodayFunding: HORIZON.4.1 - Widening participation and strengthening the European Research Area
- WeCARE: Wearable Technology for Behavioral Monitoring in Childhood Cancer – A Digital Biopsychosocial Approach to Extending and Personalizing Care for Improved Health and Quality of LifeFrom1 Oct 2025 → TodayFunding: BOF - projects
- Individualized real-time monitoring of physical and mental energy use for improved sport performancesFrom22 Aug 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data-Driven Individual Passports for Optimizing Performance in Running and Cycling (DIPOP)From20 Jan 2025 → TodayFunding: Baekeland
- Quantitative automated evaluation and multi-modal monitoring tool for movement disorders iin dyskinetic cerebral palsyFrom1 Jan 2025 → TodayFunding: FWO Applied Biomedical Research (TBM)
- Development of AI based remote monitoring technology using wearable technology to optimize, personalize and improve patients’ careFrom25 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Optimising rewarming during surgical anastomosis to minimize lung damage in donor lungs through temperature modulationFrom27 Aug 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- StressTRACS: Stress Tracking in Real life with multimodal Algorithms using data from Commercial wearables in a Student and Staff populationFrom1 Mar 2024 → TodayFunding: IOF - technology validation in lab
- Development of digital twins base for designing a smart manufacturing in Cell therapy production.From5 Feb 2024 → 4 Jun 2025Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 182
- Accuracy of Heart Rate Measurement Under Transient States: A Validation Study of Wearables for Real-Life Monitoring(2025)Published in: SensorsISSN: 1424-8220Issue: 20Volume: 25
- Identifying stakeholder perspectives and priorities for athlete monitoring technology: A mixed-methods study based on interviewing Belgian high-performance sports organisations(2025)Published in: International Journal of Sports Science and CoachingISSN: 1747-9541Issue: 3Volume: 20Pages: 973 - 987
- A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography(2025)Published in: Sleep AdvancesIssue: 2Volume: 6
- Explainable handcrafted features for mitotic event detection and classification(2025)Published in: Scientific ReportsISSN: 2045-2322Issue: 1Volume: 15
- Physical performance estimation in practice: A systematic review of advancements in performance prediction and modeling in cycling(2024)Published in: International Journal of Sports Science and CoachingISSN: 1747-9541Issue: 5Volume: 19Pages: 2222 - 2243
- Time-series analyses of cardiorespiratory responses in relation to physical activity for advancing athlete monitoring and technology integration(2024)
- Markerless motion analysis to assess reaching-sideways in individuals with dyskinetic cerebral palsy: A validity study(2024)Published in: Journal of BiomechanicsISSN: 0021-9290Volume: 173
- A Novel Video-Based Methodology for Automated Classification of Dystonia and Choreoathetosis in Dyskinetic Cerebral Palsy During a Lower Extremity Task(2024)Published in: Neurorehabilitation and Neural RepairISSN: 1545-9683Issue: 7Volume: 38Pages: 479 - 492
- Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests(2024)Published in: Physiological MeasurementISSN: 0967-3334Issue: 6Volume: 45
- The relationship between manual ability, dystonia and choreoathetosis severity and upper limb movement patterns during reaching and grasping in children and young adults with dyskinetic cerebral palsy(2024)Published in: European Journal of Paediatric NeurologyISSN: 1090-3798Volume: 50Pages: 41 - 50
Patents
1 - 2 of 2
Linked dataset
1 - 3 of 3
- Replication Data for: IMU-based Pelvic Rotation Detection: A Novel Dataset, Benchmark Classifiers, and Sensor Placement Optimization
- Replication Data for: Automated classification of dystonia and choreoathetosis in dyskinetic cerebral palsy during a lower extremity task: a pilot study on a retrospective video dataset
- Replication Data for: Markerless motion capture to assess upper extremity movements in individuals with dyskinetic cerebral palsy: an accuracy and validity study