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Click here for this list in IEEE format.
Journal Publications 2020 “The effect of a rehabilitation specific gaming software platform to achieve individual physiotherapy goals in children with severe spastic CP: a randomized cross-over trial”, in Games For Health Journal “Data Augmentation of Surface Electromyography for Hand Gesture Recognition”, in Sensors “Hilbert sEMG data scanning for hand gesture recognition based on deep learning”, in Neural Computing & Applications “The Effect of Optic Flow Speed on Active Participation during Robot-Assisted Treadmill Walking in Healthy Adults”, in IEEE Transactions on Neural Systems and Rehabilitation Engineering 2019 “Validation of the Wii Balance Board to assess balance modifications induced by increased respiratory loads in healthy subjects”, in Gait and Posture “Trunk inclination and hip extension mobility, but not thoracic kyphosis angle, are related to 3D-accelerometry based gait alterations and increased fall-risk in older persons”, in Gait and Posture “The operationalization of fatigue in frailty scales: a systematic review”, in Ageing Research Reviews “Evaluation of appendicular lean mass using bio impedance in persons aged 80+: A new equation based on the BUTTERFLY-study”, in Clinical Nutrition 2018 “Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry”, in Optics Express “Automated functional upper limb evaluation of patients with Friedreich ataxia using serious games rehabilitation exercises”, in Journal of NeuroEngineering and Rehabilitation “The end of active video games and the consequences for rehabilitation”, in Physiotherapy Research International. “The Use of Mobile Games to Assess Cognitive Function of Elderly with and without Cognitive Impairment”, in Journal of Alzheimer's Disease “3D Analysis of Upper Limbs Motion during Rehabilitation Exercises Using the KinectTM Sensor: Development, Laboratory Validation and Clinical Application”, in Sensors “Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework”, in Revista de Ingeniería Electrónica, Automática y Comunicaciones “Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation”, in Healthcare Technology Letters 2016 “Interaction detection with depth sensing and body tracking cameras in physical rehabilitation”, in Methods of Information in Medicine 2015 “Interchangeability of the Wii Balance BoardTM for bipedal balance assessment”, in JMIR Rehabilitation and Assistive Technologies “Balance improvement after physical therapy training using specially developed serious games for cerebral palsy children: preliminary results”, in Disability and Rehabilitation 2014 “Determination of repeatability of Kinect™ sensor”, in Telemedicine and e-Health “A Locally Adaptive System for the Fusion of Objective Quality Measures”, in IEEE Transactions on Image Processing “High-resolution 3D micro-CT imaging of breast microcalcifications: a preliminary analysis”, in BMC Cancer “Validity and reliability of the Kinect within functional assessment activities: Comparison with standard stereophotogrammetry”, in Gait and Posture “Can the Kinect sensor be used for motion analysis?”, in Transaction on Electrical and Electronic Circuits and Systems “Can serious games be incorporated with conventional treatment of children with cerebral palsy? A review”, in Research in Developmental Disabilities “Determination of the precision and accuracy of morphological measurements using the Kinect™ sensor: comparison with standard stereophotogrammetry”, in Ergonomics 2013 “Les jeux vidéo (bientôt) au service des patients?”, in Médecine Sciences “Phased searching with NEAT in a time-scaled framework: Experiments on a computer-aided detection system for lung nodules”, in Artificial Intelligence in Medicine “JPSearch: an Answer to the Lack of Standardization in Mobile Image Retrieval”, in Signal Processing: Image Communication 2012 “The action game: a computational model for learning repertoires of goals and vocabularies to express them in a population of agents”, in Interaction Studies 2011 “A novel computer-aided lung nodule detection system for CT images”, in Medical Physics “Reliability and clinical correlates of 3D-accelerometry based gait analysis outcomes according to age and fall-risk”, in Gait and Posture 2010 “Met de gsm als gids”, in Eos Magazine 2006 “A computational model of intention reading in imitation”, in Robotics and Autonomous Systems Conference Publications 2020 “Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification”, in SPIE Medical Imaging 2020 “Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework”, in SPIE Medical Imaging 2020 “AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE” “Behavior-based Speciation in Classification with NeuroEvolution”, in 2020 IEEE World Congress on Computational Intelligence 2018 “Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?”, in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services “Configuring the Parameters of Artificial Neural Networks using NeuroEvolution and Automatic Algorithm Configuration”, in The Genetic and Evolutionary Computation Conference 2018 “Deep Learning in EMG-based Gesture Recognition”, in PhyCS 2018 - Proceedings of the 5th International Conference on Physiological Computing Systems 2017 “The importance of the activation function in NeuroEvolution with FS-NEAT and FD-NEAT”, in 2017 IEEE Symposium Series on Computational Intelligence 2016 “Evaluation of cognitive functions of aged patients using video games”, in 4TH WORKSHOP ON ICTS FOR IMPROVING PATIENTS REHABILITATION RESEARCH TECHNIQUES “Three dimenional functional evaluation of the shoulder complex using the kinect sensor”, in 4TH WORKSHOP ON ICTS FOR IMPROVING PATIENTS REHABILITATION RESEARCH TECHNIQUES “Validation of trunk kinematics analysis through serious games rehabilitation exercises using the Kinect™ sensor”, in 4TH WORKSHOP ON ICTS FOR IMPROVING PATIENTS REHABILITATION RESEARCH TECHNIQUES 2015 “Clinical evolution or familiarization? Biomechanical analysis of serious games exercises to assess the learning effect”, in International Conference on Virtual Rehabilitation “Shape-based clustering & classification of breast microcalcifications in micro-CT images”, in MBEC 2014-Towards new horizons in biomedical engineering 2014 “An approach for combining multiple descriptors for image classification”, in 7th International Conference on Machine Vision, ICMV 2014 “Balance training using specially developed serious games for cerebral palsy children, a feasibility study”, in 2nd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2014 “Therapeutic Interaction Detection for Serious Games in Physical Rehabilitation”, in 2nd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2014 2013 “Patient follow-up using serious games - A feasibility study on low back pain patients”, in the 3rd european conference on gaming and playful interaction in health care “Feature Extraction for Iris Recognition based on Optimized Convolution Kernels”, in The International Conference on Image Analysis and Processing “Towards Standardized Integration of Images in the Cloud of Linked Data”, in On the Move to Meaningful Internet Systems: OTM 2013 Workshops “Classification of Microcalcifications using Micro-CT”, in Applications of Digital Image Processing XXXVI 2012 “Combining Image Similarity Metrics for Semantic Image Annotation”, in On the Move to Meaningful Internet Systems “Combining image similarity metrics for semantic image annotation”, in On the Move to Meaningful Internet Systems: OTM 2012 Workshops “Serious games for physical rehabilitation: designing highly configurable and
adaptable games”, in 9th International Conference on Disability, Virtual Reality and Associated Technologies “What are the current limits of the Kinect sensor?”, in 9th Intl Conf. Disability, Virtual Reality & Associated Technologies “Analysis of a Feature-Deselective Neuroevolution Classifier (FD-NEAT) in a Computer-Aided Lung Nodule Detection System for CT Images”, in Genetic and Evolutionary Computation Conference, GECCO 2012 2011 “The mobile museum guide: Artwork recognition with eigenpaintings and SURF”, in WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services, Delft, The Netherlands, April 13-15, 2011 “Accelerometer based gait analysis - multi variate assessment of fall risk with FD-NEAT”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2010 “Fall risk assessment in ambulatory monitoring”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Automated estimation of 3D camera extrinsic parameters for the monitoring of physical activity of elderly patients”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2008 “Pseudo Automatic camera extrinsic estimation using 3D Hough Transform”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Detection of activity pattern changes among elderly with 3D camera based technology” “Semi-automatic calibration of 3D camera images - Monitoring activities made easy”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2007 “Telemonitoring – a too limited view on the wellbeing of the patient?” “3D Activity monitoring – 3 tricks to advance a field?” “3D human pose recognition for home monitoring of elderly”, in 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society “Near-optimal 3D context modeling for JPEG2000 Part 10”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “A generic framework for distributed data replication based on multi agent technology”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2006 “Database Integration: a framework”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Home monitoring of elderly people with 3D camera technology”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Context aware inactivity recognition for visual fall detection”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “A computational model of intention reading in imitation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Is a kinematics model a prerequisite to robot imitation?”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “A model for inferring the intention in imitation tasks”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Imitation of intentional behaviour”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2005 “Goal level imitation with emergent repertoires”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Imitation of actions between differently embodied agents, without kinematic models and without feedback”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2004 “Embodied cognition through cultural interaction”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Imitation in embodied agents results in self-organization of behavior”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2003 “Emerging shared action categories in robotic agents through imitation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Simultaneous learning of basic and compound actions by imitating compound actions”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “The role of population dynamics in imitation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet Book Publications 2019 “A Hilbert curve based representation of sEMG signals for gesture recognition”, in Proceedings of the 26th International Conference on Systems, Signals and Image Processing (IWSSIP) “Improved gesture recognition based on sEMG signals and TCN”, in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings “Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach”, in Holzinger A., Pope A., Plácido da Silva H. (eds) Physiological Computing Systems. PhyCS 2016, PhyCS 2017, PhyCS 2018. Lecture Notes in Computer Science 2018 “Deep Learning in EMG-based Gesture Recognition”, in Proceedings of the 5th International Conference on Physiological Computing Systems - Volume 1: PhyCS “Deep Learning in Gesture Recognition Based on sEMG Signals”, in Learning Approaches in Signal Processing “Deep Learning in Gesture Recognition Based on sEMG Signals”, in Learning Approaches in Signal Processing 2015 “Detection of Interaction with Depth Sensing and Body Tracking Cameras in Physical Rehabilitation”, in ICTs for Improving Patients Rehabilitation Research Techniques “Validation of the Balance BoardTM for Clinical Evaluation of Balance Through Different Conditions”, in ICTs for Improving Patients Rehabilitation Research Techniques 2014 “Integration of Exergames and Virtual Reality in the Treatment of Cerebral Palsy Children”, in Handbook on Cerebral Palsy 2007 “The dynamic emergence of categories through imitation”, in Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions Reports 2015 “Zorg Proeftuinen Vlaanderen. Een inhoudelijke vergelijking van de platformen en projecten bij de start” Other Publications 2020 “Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty” “Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty” 2019 “The operationalization of fatigue in frailty scales: A systematic review” “Trunk inclination and hip extension mobility, but not thoracic kyphosis angle, are related to 3D-accelerometry based gait alterations and increased fall-risk in older persons” “Can NeuroEvolution Beat Back Propagation?” “Immersive virtual reality during robot-assisted walking in healthy adults: preliminary results of the effect of optic flow manipulation” “Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications” “The Potential of NeuroEvolution in Computer Aided Diagnosis Systems” “ARTIFICIALLY AUGMENTING DATA OR ADDING MORE SAMPLES? A STUDY ON A 3D CNN FOR LUNG NODULE CLASSIFICATION” “The effect of optic flow manipulation on active participation during robot-assisted treadmill walking in healthy adults” “Preliminary results of the effect of manipulating optic flow speed with immersive virtual reality during robot-assisted treadmill walking in healthy adults” 2018 “Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?” “COMPUTER-AIDED DETECTION OF LUNG NODULES USING MULTI-LEVEL CONTEXTUAL 3D CNNS” “Computer-Aided Detection of Lung Nodules using Multi-Level Contextual 3D CNNs” “Effect of cognitive task on static balance in patients with pulmonary fibrosis: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council”, in Frontiers in Neuroscience “The use of mobile games to refine the diagnosis of dementia: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council”, in Frontiers in Neuroscience “ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION” 2016 “La validité prédictive de l’état de fragilité pour l’hospitalisation et la mortalité”, in La validité prédictive de l’état de fragilité pour l’hospitalisation et la mortalité “La validité prédictive de l'état de fragilité pour l’invalidité des AVQ et l'institutionnalisation”, in La validité prédictive de l'état de fragilité pour l’invalidité des AVQ et l'institutionnalisation “The predictive validity of frailty status for BADL-disability and institutionalisation” “The predictive validity of frailty status for hospitalisation and mortality” 2015 “Rehabilitation of neurologic patients using serious games, from theory to practice”, in Proceedings of the World Congres on Physiotherapy “A neuroevolutionary approach for feature selection and classification on high dimensional breast cancer radiomics data”, in 6? ?a?e?????? S???d??? ????at????? ?e???????a? “The Frailty Challenge: Identifying early markers of physical frailty in the oldest old”, in MICRA PhD Conference Program 14 May 2015 in association with age UK and the social and behavioural section of the International association of geriatrics and gerontology - European region 2014 “Shape-based clustering and classification of breast microcalcifications in micro-CT images”, in 9th Benelux Bioinformatics conference “An overview of the scientific validation of the Wii Balance Board and the Kinect as clinically relevant measurement devices”, in Symposium on Technology-Supported Rehabilitation “Reliably Combining Quality Measures: Is it possible?”, in Sixth International Workshop on Quality of Multimedia Experience (QoMEX2014) 2013 “Management and interpretation of medical data related to cerebral palsy: the ICT4Rehab project”, in Proceedings of the 10th European Pediatric Neurology Society “Use of Serious gaming to increase motivation of cerebral palsy children during rehabilitation”, in Proceedings of te 10th European Pediatric Neurology Society “On the use of the Kinect Sensor in Rehabilitation”, in Proceedings of the 5th Panhellenic Conference on Biomedical Technology “Computer games in the therapy of children suffering from cerebral palsy”, in Proceedings of the International Conference on Recent Advances in Neurorehabilitation (ICRAN) “Utilisation d’une caméra sans marqueur pour l’évaluation de la fonction du membre supérieur chez les enfants hémiplégique, étude de faisabilité”, in 12es Journees SOFAMEA, livre des resumes “Développement d’instruments partagés pour la gestion et l’interprétation de données relatives à la locomotion: le projet ICT4Rehab”, in SOFAMEA “Markerless Camera System vs. Marker Based System: Which is the most repeatable?”, in Proceedings of ISB 2013 2012 “Précision et reproductibilité de la caméra Kinect”, in 11es Journées SOFAMEA. Livre de résumés “Reproducibility of segment lengths obtained from a low cost markerless camera system”, in Joint ISPGR and Gait & Mental Function Congress 2011 “Instrumented Timed-Up and Go Test with a 3D Camera for Mobility Detection”, in XIX World Congress on Parkinson’s Disease and Related Disorders 2010 “3D Camera Based Timed-Up-and-Go Test”, in Belgian Day on Biomedical Engineering “Reliability of accelerometer placement at the sacrum for performing accelerometer based gait analysis”, in Congres Kine & Ergo in de Geriatrie 2010 “Mind The Steps”: a community based website to improve a healthy lifestyle at the workplace”, in Abstract book 3rd International Congress on Physical Activity and Public Health “A 3D camera based automated T-GUGT tes”, in Parkinsonism and Related Disorders “An alternative correlation based feature for measuring step symmetry for assessing fall risk in elderly persons”, in Parkinsonism and Related Disorders 2009 “Position based behaviour monitoring of elderly patients with a 3D camera”, in 3rd Workshop on Behaviour Monitoring and Interpretation 2008 “3D-camera monitoring voor oudere patiënten: een nuttig assessment tool in de Geriatrie?”, in proceedings of the 31ste wintermeeting Belgische vereniging voor gerontologie en geriatrie
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