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Journal Publications

2020

E. De Keersmaecker, N. Lefeber, B. Serrien, B. Jansen, C. David Rodriguez Guerrero, N. Niazi, E. Kerckhofs and E. Swinnen, “The Effect of Optic Flow Speed on Active Participation during Robot-Assisted Treadmill Walking in Healthy Adults,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 1, pp. 221-227, Jan. 2020.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Data Augmentation of Surface Electromyography for Hand Gesture Recognition,” Sensors, vol. 20, no. 17, pp. 23, Aug. 2020.

P. Tsinganos, B. Cornelis, B. Jansen, J. Cornelis and A. Skodras, “Hilbert sEMG data scanning for hand gesture recognition based on deep learning,” Neural Computing & Applications, vol. 2020, pp. 22, Jul. 2020.

S. Decavele, E. Ortibus, A. Van Campenhout, G. Molenaers, B. Jansen, L. Omelina and I. Franki, “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,” Games For Health Journal, 2020.

2019

J. Sebastiaan Demarteau, B. Jansen, B. Van Keymolen, T. Mets and I. Bautmans, “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,” Gait and Posture, vol. 72, pp. 89-95, Jul. 2019.

O. Van Hove, A. Van Muylem, D. Leduc, B. Jansen, V. Feipel, S. Van Sint Jan and B. Bonnechère, “Validation of the Wii Balance Board to assess balance modifications induced by increased respiratory loads in healthy subjects,” Gait and Posture, vol. 68, pp. 449-452, Feb. 2019.

S. Vermeiren, D. Beckwee, R. Vella Azzopardi, I. Beyer, V. Knoop, B. Jansen, A. Delaere, I. Bautmans and A. Scafoglieri, “Evaluation of appendicular lean mass using bio impedance in persons aged 80+: A new equation based on the BUTTERFLY-study,” Clinical Nutrition, vol. 38, no. 4, pp. 1756-1764, Aug. 2019.

V. Knoop, A. Costenoble, R. Vella Azzopardi, S. Vermeiren, A. Debain, B. Jansen, A. Scafoglieri, I. Bautmans, D. Verte, I. Beyer, M. Petrovic, L. De Donder, T. Kardol, G. Rossi, P. Clarys, A. Scafoglieri, E. Cattrysse, P. De Hert and B. Jansen, “The operationalization of fatigue in frailty scales: a systematic review,” Ageing Research Reviews, vol. 53, Aug. 2019.

2018

B. Cornelis, D. Blinder, B. Jansen, L. Lagae and P. Schelkens, “Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry,” Optics Express, vol. 26, no. 11, pp. 14329-14339, May. 2018.

B. Jansen, B. Bonnechère, V. Sholukha, L. Omelina and S. Van Sint Jan, “3D Analysis of Upper Limbs Motion during Rehabilitation Exercises Using the KinectTM Sensor: Development, Laboratory Validation and Clinical Application,” Sensors, vol. 18, no. 7, pp. 18, Jul. 2018.

T. Frantz, B. Jansen, J. Duerinck and J. Vandemeulebroucke, “Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation,” Healthcare Technology Letters, vol. 5, no. 5, pp. 221-225, Oct. 2018.

A. Sóñora, E. Papavasileiou, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework,” Revista de Ingeniería Electrónica, Automática y Comunicaciones, vol. 39, no. 3, pp. 57-67, Oct. 2018.

B. Bonnechère, B. Jansen, I. Haack, L. Omelina, S. Van Sint Jan and M. Pandolfo, “Automated functional upper limb evaluation of patients with Friedreich ataxia using serious games rehabilitation exercises,” Journal of NeuroEngineering and Rehabilitation, vol. 15, no. 1, Oct. 2018.

B. Bonnechère, L. Omelina, K. Kostkova, S. Van Sint Jan and B. Jansen, “The end of active video games and the consequences for rehabilitation,” Physiotherapy Research International., vol. 23, no. 4, Oct. 2018.

B. Bonnechère, m. Van Vooren, J. Bier, S. De Breucker, O. Van Hove, S. Van Sint Jan, V. Feipel and B. Jansen, “The Use of Mobile Games to Assess Cognitive Function of Elderly with and without Cognitive Impairment,” Journal of Alzheimer's Disease, vol. 64, no. 4, pp. 1285-1293, Jul. 2018.

2016

L. Omelina, B. Jansen, B. Bonnechère, M. Oravec, J. Pavlovicova and S. Van Sint Jan, “Interaction detection with depth sensing and body tracking cameras in physical rehabilitation,” Methods of Information in Medicine, vol. 55, no. 1, pp. 70-78, 2016.

2015

B. Bonnechère, B. Jansen, L. Omelina, M. Rooze and S. Van Sint Jan, “Interchangeability of the Wii Balance BoardTM for bipedal balance assessment,” JMIR Rehabilitation and Assistive Technologies, vol. 2, no. 2, pp. 1-8, Aug. 2015.

B. Bonnechère, L. Omelina, B. Jansen and S. Van Sint Jan, “Balance improvement after physical therapy training using specially developed serious games for cerebral palsy children: preliminary results,” Disability and Rehabilitation, vol. 37, pp. 1-4, 2015.

2014

A. Barri, A. Dooms, P. Schelkens and B. Jansen, “A Locally Adaptive System for the Fusion of Objective Quality Measures,” IEEE Transactions on Image Processing, vol. 23, pp. 2446-2458, Apr. 2014.

B. Bonnechère, B. Jansen, L. Omelina, M. Degelaen, V. Wermenbol, M. Rooze and S. Van Sint Jan, “Can serious games be incorporated with conventional treatment of children with cerebral palsy? A review,” Research in Developmental Disabilities, vol. 35, no. 8, pp. 1899-1913, 2014.

B. Bonnechère, B. Jansen, P. Salvia, H. Bouzahouene, L. Omelina, J. Cornelis, M. Rooze and S. Van Sint Jan, “Can the Kinect sensor be used for motion analysis?,” Transaction on Electrical and Electronic Circuits and Systems, vol. 4, no. 1, pp. 1-6, Jan. 2014.

B. Bonnechère, B. Jansen, P. Salvia, H. Bouzahouene, F. Moiseev, V. Sholukha, J. Cornelis, M. Rooze and S. Van Sint Jan, “Validity and reliability of the Kinect within functional assessment activities: Comparison with standard stereophotogrammetry,” Gait and Posture, vol. 39, pp. 593-598, Jan. 2014.

B. Bonnechère, B. Jansen, P. Salvia, H. Bouzahouene, V. Sholukha, J. Cornelis, M. Rooze and S. Van Sint Jan, “Determination of the precision and accuracy of morphological measurements using the Kinect™ sensor: comparison with standard stereophotogrammetry,” Ergonomics, vol. 57, no. 4, pp. 622-631, 2014.

B. Bonnechère, V. Sholukha, B. Jansen, L. Omelina, M. Rooze and S. Van Sint Jan, “Determination of repeatability of Kinect™ sensor,” Telemedicine and e-Health, vol. 20, no. 5, pp. 451-453, May. 2014.

I. Willekens, E. Van De Casteele, N. Buls, F. Temmermans, B. Jansen, R. Deklerck and J. De Mey, “High-resolution 3D micro-CT imaging of breast microcalcifications: a preliminary analysis,” BMC Cancer, vol. 14, pp. 10, Jan. 2014.

2013

F. Temmermans, M. Döller, I. Vanhamel, B. Jansen, A. Munteanu and P. Schelkens, “JPSearch: an Answer to the Lack of Standardization in Mobile Image Retrieval,” Signal Processing: Image Communication, vol. 28, no. 4, pp. 386-401, Mar. 2013.

B. Bonnechère, B. Jansen, L. Omelina, W. Vanessa, M. Rooze and S. Van Sint Jan, “Les jeux vidéo (bientôt) au service des patients?,” Médecine Sciences, vol. 29, no. 11, pp. 957-960, Nov. 2013.

M. Yen Ling TAN, R. Deklerck, J. Cornelis and B. Jansen, “Phased searching with NEAT in a time-scaled framework: Experiments on a computer-aided detection system for lung nodules,” Artificial Intelligence in Medicine, vol. 59, no. 3, pp. 157-167, Aug. 2013.

2012

B. Jansen and J. Cornelis, “The action game: a computational model for learning repertoires of goals and vocabularies to express them in a population of agents,” Interaction Studies, vol. 13, no. 2, pp. 285–313, 2012.

2011

I. Bautmans, B. Jansen, B. Van Keymolen and T. Mets, “Reliability and clinical correlates of 3D-accelerometry based gait analysis outcomes according to age and fall-risk,” Gait and Posture, vol. 33, no. 3, pp. 366-372, 2011.

M. Yen Ling TAN, R. Deklerck, B. Jansen, M. Bister and J. Cornelis, “A novel computer-aided lung nodule detection system for CT images,” Medical Physics, vol. 38, pp. 5630-5645, Oct. 2011.

2010

F. Temmermans, I. Vanhamel, B. Jansen and J. Cornelis, “Met de gsm als gids,” Eos Magazine, pp. 1, Oct. 2010.

2006

B. Jansen and T. Belpaeme, “A computational model of intention reading in imitation,” Robotics and Autonomous Systems, vol. 54, no. 5, pp. 394-402, 2006.

Conference Publications

2020

E. Papavasileiou, J. Cornelis and B. Jansen, “Behavior-based Speciation in Classification with NeuroEvolution,” in 2020 IEEE World Congress on Computational Intelligence, Sep. 2020, pp. 7.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification,” in SPIE Medical Imaging 2020, Mar. 2020, pp. 6.

A. Sóñora, P. Gonidakis, B. Jansen, J. Carlos Garcia Naranjo and J. Vandemeulebroucke, “Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework,” in SPIE Medical Imaging 2020, Mar. 2020, pp. 7.

F. Van Gestel, T. Frantz, M. Hussain Soomro, S. Elprama, A. Jacobs, J. Vandemeulebroucke, B. Jansen, T. Scheerlinck and J. Duerinck, “AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE,”, Mar. 2020.

2018

E. Papavasileiou and B. Jansen, “Configuring the Parameters of Artificial Neural Networks using NeuroEvolution and Automatic Algorithm Configuration,” in The Genetic and Evolutionary Computation Conference 2018, ACM, Jul. 2018, pp. 2.

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?,” in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, IEEE, Nov. 2018.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Deep Learning in EMG-based Gesture Recognition,” in PhyCS 2018 - Proceedings of the 5th International Conference on Physiological Computing Systems, Sep. 2018, pp. 8.

2017

E. Papavasileiou and B. Jansen, “The importance of the activation function in NeuroEvolution with FS-NEAT and FD-NEAT,” in 2017 IEEE Symposium Series on Computational Intelligence, 2017, pp. 7.

2016

B. Bonnechère, J. Fabris, J. Bier, S. Van Sint Jan, V. Feipel and B. Jansen, “Evaluation of cognitive functions of aged patients using video games,” in 4TH WORKSHOP ON ICTS FOR IMPROVING PATIENTS REHABILITATION RESEARCH TECHNIQUES, 2016, pp. 4.

B. Bonnechère, V. Sholukha, L. Omelina, B. Jansen and S. Van Sint Jan, “Three dimenional functional evaluation of the shoulder complex using the kinect sensor,” in 4TH WORKSHOP ON ICTS FOR IMPROVING PATIENTS REHABILITATION RESEARCH TECHNIQUES, Association for Computing Machinery (ACM), 2016.

B. Bonnechère, V. Sholukha, L. Omelina, B. Jansen and S. Van Sint Jan, “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, Association for Computing Machinery (ACM), 2016.

2015

E. Papavasileiou, F. Temmermans, B. Jansen, I. Willekens, E. Van De Casteele, J. De Mey, R. Deklerck and J. Hostens, “Shape-based clustering & classification of breast microcalcifications in micro-CT images,” in MBEC 2014-Towards new horizons in biomedical engineering, Springer International Publishing, 2015, pp. 4.

B. Bonnechère, B. Jansen, L. Omelina, V. Sholukha and S. Van Sint Jan, “Clinical evolution or familiarization? Biomechanical analysis of serious games exercises to assess the learning effect,” in International Conference on Virtual Rehabilitation, IEEE, Jun. 2015.

2014

L. Omelina, B. Jansen, B. Bonnechère, M. Oravec and S. Van Sint Jan, “Therapeutic Interaction Detection for Serious Games in Physical Rehabilitation,” in 2nd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2014, May. 2014.

B. Bonnechère, L. Omelina, B. Jansen, M. Rooze and S. Van Sint Jan, “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, May. 2014.

T. Duc Toan, B. Jansen, R. Deklerck and O. Debeir, “An approach for combining multiple descriptors for image classification,” in 7th International Conference on Machine Vision, ICMV 2014, Nov. 2014, pp. 6.

2013

F. Temmermans, B. Jansen, I. Willekens, E. Van De Casteele, R. Deklerck, P. Schelkens and J. De Mey, “Classification of Microcalcifications using Micro-CT,” in Applications of Digital Image Processing XXXVI, 2013, pp. 11.

L. Omelina, B. Jansen, M. Oravec and J. Cornelis, “Feature Extraction for Iris Recognition based on Optimized Convolution Kernels,” in The International Conference on Image Analysis and Processing, Sep. 2013.

B. Bonnechère, B. Jansen, L. Omelina, L. Da Silva, M. D., M. Rooze and S. Van Sint Jan, “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, Oct. 2013.

R. Tous, J. Delgado, F. Temmermans, B. Jansen and P. Schelkens, “Towards Standardized Integration of Images in the Cloud of Linked Data,” in On the Move to Meaningful Internet Systems: OTM 2013 Workshops, Springer, Sep. 2013, pp. 10.

2012

B. Jansen, D. Toan Tran and F. Temmermans, “Combining image similarity metrics for semantic image annotation,” in On the Move to Meaningful Internet Systems: OTM 2012 Workshops, springer link, Sep. 2012, pp. 3.

L. Omelina, B. Jansen, B. Bonnechère, S. Van Sint Jan and J. Cornelis, “Serious games for physical rehabilitation: designing highly configurable and adaptable games,” in 9th International Conference on Disability, Virtual Reality and Associated Technologies, Sep. 2012.

A. Mavriki, B. Jansen, V. Fotopoulos, J. Cornelis and A. Skodras, “Combining Image Similarity Metrics for Semantic Image Annotation,” in On the Move to Meaningful Internet Systems, springer link, Sep. 2012, pp. 3.

B. Bonnechère, B. Jansen, P. Salvia, H. Bouzahouene, L. Omelina, J. Cornelis, M. Rooze and S. Van Sint Jan, “What are the current limits of the Kinect sensor?,” in 9th Intl Conf. Disability, Virtual Reality & Associated Technologies, Sep. 2012, pp. 8.

M. Yen Ling TAN, R. Deklerck, B. Jansen and J. Cornelis, “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, ACM, Jul. 2012, pp. 8.

2011

B. Jansen, M. Yen Ling TAN, I. Bautmans, B. Van Keymolen, T. Mets and R. Deklerck, “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, INSTICC Press, Jan. 2011.

F. Temmermans, B. Jansen, R. Deklerck, P. Schelkens and J. Cornelis, “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, TU Delft EWI MM PRB, Apr. 2011.

2010

R. Deklerck, B. Jansen, X. Yao and J. Cornelis, “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, May. 2010.

B. Jansen, R. Deklerck, I. Bautmans, B. Van Keymolen and T. Mets, “Fall risk assessment in ambulatory monitoring,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Dec. 2010.

2008

B. Jansen and R. Deklerck, “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, Jan. 2008.

B. Jansen, S. Rebel, R. Deklerck, T. Mets and P. Schelkens, “Detection of activity pattern changes among elderly with 3D camera based technology,”, Oct. 2008, pp. 10.

W. Belmans, T. Schaeps and B. Jansen, “Pseudo Automatic camera extrinsic estimation using 3D Hough Transform,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Nov. 2008.

2007

B. Jansen, “3D Activity monitoring – 3 tricks to advance a field?,”, Nov. 2007.

B. Jansen, “Telemonitoring – a too limited view on the wellbeing of the patient?,”, Nov. 2007.

B. Jansen, F. Temmermans and R. Deklerck, “3D human pose recognition for home monitoring of elderly,” in 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Aug. 2007.

K. Raczka, M. Stoufs, B. Jansen and W. Wajs, “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, Jun. 2007.

T. Bruylants, A. Alecu, B. Jansen, R. Deklerck, A. Munteanu and P. Schelkens, “Near-optimal 3D context modeling for JPEG2000 Part 10,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Jun. 2007.

2006

B. Jansen and R. Deklerck, “Context aware inactivity recognition for visual fall detection,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Nov. 2006.

B. Jansen and R. Deklerck, “Home monitoring of elderly people with 3D camera technology,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Dec. 2006.

B. Jansen and T. Belpaeme, “A computational model of intention reading in imitation,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Oct. 2006, pp. 2.

B. Jansen and T. Belpaeme, “A model for inferring the intention in imitation tasks,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Learning through imitation, a workshop at IEEE Ro-Man 2006, pp. 238243, 2006.

B. Jansen, “Imitation of intentional behaviour,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, ECAI 2006, pp. 2630, 2006, pp. 5.

B. Jansen, “Is a kinematics model a prerequisite to robot imitation?,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Motor Development, part of AISB 2006, Vol. 1, pp. 186192, , Apr. 2006, pp. 7.

K. Raczka, M. Stoufs and B. Jansen, “Database Integration: a framework,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Dec. 2006.

2005

B. Jansen, “Goal level imitation with emergent repertoires,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2005.

B. Jansen, “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, 2005.

2004

B. Jansen, T. Ten Thij and T. Belpaeme, “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, 2004.

B. De Vylder, B. Jansen and T. Belpaeme, “Embodied cognition through cultural interaction,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2004.

2003

B. Jansen, “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, In: McOwan, P., Dautenhahn, K. & Nehaniv, C.L.: Evolvability & Interaction: Evolutionary substrates of communication, signalling and perception in the Dynamics of Social Complexity. Technical Report No:393, 2003.

B. Jansen, B. De Vylder, B. De Boer and T. Belpaeme, “Emerging shared action categories in robotic agents through imitation,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2003.

T. Belpaeme, B. De Boer, B. De Vylder and B. Jansen, “The role of population dynamics in imitation,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2003.

Book Publications

2019

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “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), IEEE, Aug. 2019.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “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, Springer, Aug. 2019.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Improved gesture recognition based on sEMG signals and TCN,” in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings, IEEE, Apr. 2019, pp. 5.

2018

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Deep Learning in EMG-based Gesture Recognition,” in Proceedings of the 5th International Conference on Physiological Computing Systems - Volume 1: PhyCS, Scitepress, Sep. 2018, pp. 8.

P. Tsinganos, A. Skodras, B. Cornelis and B. Jansen, “Deep Learning in Gesture Recognition Based on sEMG Signals,” in Learning Approaches in Signal Processing, Pan Stanford Publishing, 2018, pp. 26.

P. Tsinganos, A. Skodras, B. Cornelis and B. Jansen, “Deep Learning in Gesture Recognition Based on sEMG Signals,” in Learning Approaches in Signal Processing, Pan Stanford, Sep. 2018.

2015

L. Omelina, B. Jansen, B. Bonnechère, M. Oravec and S. Van Sint Jan, “Detection of Interaction with Depth Sensing and Body Tracking Cameras in Physical Rehabilitation,” in ICTs for Improving Patients Rehabilitation Research Techniques, Springer Verlag, 2015, pp. 12.

B. Bonnechère, B. Jansen, L. Omelina, M. Rooze and S. Van Sint Jan, “Validation of the Balance BoardTM for Clinical Evaluation of Balance Through Different Conditions,” in ICTs for Improving Patients Rehabilitation Research Techniques, Springer Verlag, 2015.

2014

B. Bonnechère, B. Jansen, L. Omelina and S. Van Sint Jan, “Integration of Exergames and Virtual Reality in the Treatment of Cerebral Palsy Children,” in Handbook on Cerebral Palsy, Nova Science Publishers, 2014.

2007

T. Belpaeme, B. De Boer and B. Jansen, “The dynamic emergence of categories through imitation,” in Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions, Cambridge University Press, 2007.

Reports

2015

L. Pots, C. Brys, J. Lemey, H. Benichou, E. Gorus, E. Dessers, B. Jansen, M. Jegers, P. De Vriendt and M. Leys, “Zorg Proeftuinen Vlaanderen. Een inhoudelijke vergelijking van de platformen en projecten bij de start,”, Zorg Proeftuinen Vlaanderen, Jan. 2015.

Other Publications

2020

V. Knoop, A. Costenoble, R. Vella Azzopardi, S. Vermeiren, A. Debain, B. Jansen, A. Scafoglieri and I. Bautmans, “Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty,”, Aug. 2020.

V. Knoop, A. Costenoble, R. Vella Azzopardi, S. Vermeiren, A. Debain, B. Jansen, A. Scafoglieri and I. Bautmans, “Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty,”, Feb. 2020.

2019

E. Papavasileiou and B. Jansen, “Can NeuroEvolution Beat Back Propagation?,”, 2019.

E. Papavasileiou and B. Jansen, “The Potential of NeuroEvolution in Computer Aided Diagnosis Systems,”, Nov. 2019.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “ARTIFICIALLY AUGMENTING DATA OR ADDING MORE SAMPLES? A STUDY ON A 3D CNN FOR LUNG NODULE CLASSIFICATION,”, 2019.

R. Brahimetaj, E. Papavasileiou, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications,”, 2019.

E. De Keersmaecker, N. Lefeber, B. Serrien, B. Jansen, C. David Rodriguez Guerrero, N. Niazi, E. Kerckhofs and E. Swinnen, “The effect of optic flow manipulation on active participation during robot-assisted treadmill walking in healthy adults,”, Nov. 2019.

E. De Keersmaecker, N. Lefeber, B. Serrien, B. Jansen, N. Niazi, E. Kerckhofs and E. Swinnen, “Immersive virtual reality during robot-assisted walking in healthy adults: preliminary results of the effect of optic flow manipulation,”, 2019.

E. De Keersmaecker, N. Lefeber, B. Serrien, B. Jansen, N. Niazi, E. Kerckhofs and E. Swinnen, “Preliminary results of the effect of manipulating optic flow speed with immersive virtual reality during robot-assisted treadmill walking in healthy adults,”, May. 2019.

J. Sebastiaan Demarteau, B. Jansen, B. Van Keymolen, T. Mets and I. Bautmans, “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,”, 2019.

V. Knoop, A. Costenoble, R. Vella Azzopardi, S. Vermeiren, A. Debain, B. Jansen, A. Scafoglieri and I. Bautmans, “The operationalization of fatigue in frailty scales: A systematic review,”, Feb. 2019.

2018

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?,”, 2018.

E. Papavasileiou, A. Sóñora, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION,”, Nov. 2018.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “COMPUTER-AIDED DETECTION OF LUNG NODULES USING MULTI-LEVEL CONTEXTUAL 3D CNNS,”, 2018.

P. Gonidakis, L. Omelina, B. Jansen and J. Vandemeulebroucke, “Computer-Aided Detection of Lung Nodules using Multi-Level Contextual 3D CNNs,”, Jul. 2018.

B. Bonnechère, m. Van Vooren, S. De Breucker, O. Van Hove, B. Jansen, S. Van Sint Jan, V. Feipel and J. Bier, “The use of mobile games to refine the diagnosis of dementia: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council,” Frontiers in Neuroscience, 2018.

O. Van Hove, P. Guidat, B. Jansen, V. Feipel, S. Van Sint Jan and B. Bonnechère, “Effect of cognitive task on static balance in patients with pulmonary fibrosis: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council,” Frontiers in Neuroscience, Aug. 2018.

2016

S. Vermeiren, R. Vella Azzopardi, A. Habbig, A. Scafoglieri, I. Bautmans, D. Beckwee and B. Jansen, “The predictive validity of frailty status for BADL-disability and institutionalisation,”, 2016.

S. Vermeiren, R. Vella Azzopardi, A. Habbig, D. Beckwee, A. Scafoglieri, B. Jansen and I. Bautmans, “The predictive validity of frailty status for hospitalisation and mortality,”, 2016.

S. Vermeiren, R. Vella Azzopardi, D. Beckwee, A. Habbig, B. Jansen, A. Scafoglieri and I. Bautmans, “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, page 59ed., 2016.

S. Vermeiren, R. Vella Azzopardi, D. Beckwee, A. Habbig, A. Scafoglieri, B. Jansen and I. Bautmans, “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, page 49ed., 2016.

2015

E. Papavasileiou, F. Temmermans and B. Jansen, “A neuroevolutionary approach for feature selection and classification on high dimensional breast cancer radiomics data,” in 6? ?a?e?????? S???d??? ????at????? ?e???????a?, May. 2015.

B. Bonnechère, B. Jansen, L. Omelina and S. Van Sint Jan, “Rehabilitation of neurologic patients using serious games, from theory to practice,” in Proceedings of the World Congres on Physiotherapy, May. 2015.

S. Vermeiren, A. Habbig, R. Vella Azzopardi, A. Scafoglieri, B. Jansen and I. Bautmans, “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, 2015.

2014

B. Jansen, B. Bonnechère, L. Omelina, V. Sholukha, M. Rooze and S. Van Sint Jan, “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, Nov. 2014.

E. Papavasileiou, F. Temmermans and B. Jansen, “Shape-based clustering and classification of breast microcalcifications in micro-CT images,” in 9th Benelux Bioinformatics conference, Dec. 2014.

A. Barri, A. Dooms, B. Jansen and P. Schelkens, “Reliably Combining Quality Measures: Is it possible?,” in Sixth International Workshop on Quality of Multimedia Experience (QoMEX2014), Sep. 2014.

2013

B. Jansen, L. Omelina, B. Bonnechère and S. Van Sint Jan, “Computer games in the therapy of children suffering from cerebral palsy,” in Proceedings of the International Conference on Recent Advances in Neurorehabilitation (ICRAN), Mar. 2013.

A. Mavriki, B. Jansen, V. Fotopoulos, J. Cornelis and A. Skodras, “On the use of the Kinect Sensor in Rehabilitation,” in Proceedings of the 5th Panhellenic Conference on Biomedical Technology, Apr. 2013.

B. Bonnechère, B. Jansen, L. Omelina, L. Da Silva, J. Mougeat, V. Heymans, A. Vandeuren, M. Rooze and S. Van Sint Jan, “Use of Serious gaming to increase motivation of cerebral palsy children during rehabilitation,” in Proceedings of te 10th European Pediatric Neurology Society, Sep. 2013.

B. Bonnechère, V. Sholukha, B. Jansen, L. Omelina, M. Rooze and S. Van Sint Jan, “Markerless Camera System vs. Marker Based System: Which is the most repeatable?,” in Proceedings of ISB 2013, Jan. 2013.

B. Bonnechère, V. Wermenbol, B. Dan, P. Salvia, Y. Le Borgne, G. Bontempi, S. Vansummeren, V. Sholukha, F. Moiseev, B. Jansen, M. Rooze and S. Van Sint Jan, “Management and interpretation of medical data related to cerebral palsy: the ICT4Rehab project,” in Proceedings of the 10th European Pediatric Neurology Society, Oct. 2013.

S. Van Sint Jan, V. Wermenbol, B. Dan, P. Salvia, B. Bonnechère, Y. Le Borgne, G. Bontempi, S. Vansummeren, V. Sholukha, F. Moiseev, B. Jansen and M. Rooze, “Développement d’instruments partagés pour la gestion et l’interprétation de données relatives à la locomotion: le projet ICT4Rehab,” in SOFAMEA, Jan. 2013.

V. Sholukha, B. Bonnechère, L. Omelina, B. Jansen, M. Rooze, Y. Bleyenheuft and S. Van Sint Jan, “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, Jan. 2013.

2012

B. Jansen, B. Bonnechère, D. Toan Tran, L. Omelina, P. Salvia, J. Cornelis and S. Van Sint Jan, “Reproducibility of segment lengths obtained from a low cost markerless camera system,” in Joint ISPGR and Gait & Mental Function Congress, Jan. 2012.

B. Bonnechère, B. Jansen, H. Bouzahouene, P. Salvia, J. Cornelis, M. Rooze and S. Van Sint Jan, “Précision et reproductibilité de la caméra Kinect,” in 11es Journées SOFAMEA. Livre de résumés, Jan. 2012.

2011

X. Yao, B. Jansen, R. Deklerck and J. Cornelis, “Instrumented Timed-Up and Go Test with a 3D Camera for Mobility Detection,” in XIX World Congress on Parkinson’s Disease and Related Disorders, Dec. 2011.

2010

B. Jansen and R. Deklerck, “A 3D camera based automated T-GUGT tes,” Parkinsonism and Related Disorders, Feb. 2010.

B. Jansen, I. Bautmans, B. Van Keymolen and T. Mets, “Reliability of accelerometer placement at the sacrum for performing accelerometer based gait analysis,” in Congres Kine & Ergo in de Geriatrie 2010, May. 2010.

B. Jansen, I. Bautmans, B. Van Keymolen, R. Deklerck and T. Mets, “An alternative correlation based feature for measuring step symmetry for assessing fall risk in elderly persons,” Parkinsonism and Related Disorders, Feb. 2010.

E. Zinzen, K. Verbeiren, T. Weemaes, K. Michiels, B. Jansen and P. Clarys, “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, May. 2010.

X. Yao, B. Jansen, R. Deklerck and J. Cornelis, “3D Camera Based Timed-Up-and-Go Test,” in Belgian Day on Biomedical Engineering, Nov. 2010.

2009

B. Jansen, A. Sethi and P. Van Den Bergh, “Position based behaviour monitoring of elderly patients with a 3D camera,” in 3rd Workshop on Behaviour Monitoring and Interpretation, Nov. 2009.

2008

S. Rebel, B. Jansen, R. Deklerck, M. Lambert and T. Mets, “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, 2008.