| A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU A De Brabandere, J Emmerzaal, A Timmermans, I Jonkers, ... Frontiers in Bioengineering and Biotechnology 8, 320, 2020 | 32 | 2020 |
| Data fusion of body-worn accelerometers and heart rate to predict VO2max during submaximal running A De Brabandere, T Op De Beéck, KH Schütte, W Meert, B Vanwanseele, ... PloS one 13 (6), e0199509, 2018 | 28 | 2018 |
| TSFuse: Automated feature construction for multiple time series data A De Brabandere, T Op De Beéck, K Hendrickx, W Meert, J Davis Machine Learning, 2022 | 10 | 2022 |
| Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App J Emmerzaal, A De Brabandere, Y Vanrompay, J Vranken, V Storms, ... Sensors 20 (23), 6967, 2020 | 9 | 2020 |
| Automating Feature Construction for Multi-View Time Series Data A De Brabandere, P Robberechts, TO De Beéck, J Davis ECMLPKDD Workshop on Automating Data Science, 1-16, 2019 | 9 | 2019 |
| Semi-supervised change point detection using active learning A De Brabandere, Z Cao, M De Vos, A Bertrand, J Davis Discovery Science: 25th International Conference, DS 2022, Montpellier …, 2022 | 6 | 2022 |
| Joint kinematics alone can distinguish hip or knee osteoarthritis patients from asymptomatic controls with high accuracy J Emmerzaal, S Van Rossom, R van der Straaten, A De Brabandere, ... Journal of Orthopaedic Research® 40 (10), 2229-2239, 2022 | 5 | 2022 |
| Can the Output of a Learned Classification Model Monitor a Person’s Functional Recovery Status Post-Total Knee Arthroplasty? J Emmerzaal, A De Brabandere, R van der Straaten, J Bellemans, ... Sensors 22 (10), 3698, 2022 | 4 | 2022 |
| Machine-learned-based prediction of lower extremity overuse injuries using pressure plates L Nuyts, A De Brabandere, S Van Rossom, J Davis, B Vanwanseele Frontiers in Bioengineering and Biotechnology, 1553, 2022 | 2 | 2022 |
| Detecting epileptic seizures using hand-crafted and automatically constructed EEG features A De Brabandere, C Chatzichristos, W Van Paesschen, M De Vos, ... IEEE Transactions on Biomedical Engineering, 2023 | 1 | 2023 |
| THE OUTCOMES OF A LEARNED CLASSIFICATION MODEL CAN BE USED TO DETERMINE FUNCTIONAL STATUS POST TOTAL KNEE ARTHROPLASTY (TKA) BASED ON WEARABLE SENSOR DATA J Emmerzaal, A De Brabandere, R van der Straaten, J Bellemans, ... Orthopaedic Proceedings 105 (SUPP_7), 67-67, 2023 | | 2023 |
| Methods for automating time series analysis with applications in healthcare A De Brabandere | | 2022 |
Jesse DavisProfessor, Department of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
