Bart Jansen

Orcid: 0000-0001-8042-6834

Affiliations:
  • Vrije Universiteit Brussel, Department of Electronics and Informatics, Brussels, Belgium


According to our database1, Bart Jansen authored at least 66 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Evaluating a clinical decision support point of care instrument in low resource setting.
BMC Medical Informatics Decis. Mak., December, 2023

On-Device Execution of Deep Learning Models on HoloLens2 for Real-Time Augmented Reality Medical Applications.
Sensors, October, 2023

Usability and user experience of an individualized and adaptive game-based therapy for children with cerebral visual impairment.
Int. J. Child Comput. Interact., March, 2023

Handcrafted Features Can Boost Performance and Data-Efficiency for Deep Detection of Lung Nodules From CT Imaging.
IEEE Access, 2023

Entry-Level Game Difficulty Estimation Based on Visuoperceptual Profiles of Children with Cerebral Visual Impairment.
Proceedings of the Serious Games - 9th Joint International Conference, 2023

Dynamic Difficulty Adjustment in Serious Games for Cerebral Visual Impairment.
Proceedings of the 11th IEEE International Conference on Serious Games and Applications for Health, 2023

Muscle Classification Via Hybrid CNN-LSTM Architecture from Surface EMG Signals.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

2022
Real-Time Analysis of Hand Gesture Recognition with Temporal Convolutional Networks.
Sensors, 2022

An individualized and adaptive game-based therapy for cerebral visual impairment: Design, development, and evaluation.
Int. J. Child Comput. Interact., 2022

Towards optimizing neural networks' connectivity and architecture simultaneously with feature selection.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Iris Segmentation based on an Optimized U-Net.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Hilbert sEMG data scanning for hand gesture recognition based on deep learning.
Neural Comput. Appl., 2021

A survey of iris datasets.
Image Vis. Comput., 2021

A Systematic Literature Review of the Successors of "NeuroEvolution of Augmenting Topologies".
Evol. Comput., 2021

Design Approaches for Executable Clinical Pathways at the Point of Care in Limited Resource Settings to Support the Clinical Decision Process: Review of the State of the Art.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

A Hybrid Approach for Designing Dynamic and Data-Driven Clinical Pathways Point of Care Instruments in Low Resource Settings.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Transfer Learning in sEMG-based Gesture Recognition.
Proceedings of the 12th International Conference on Information, 2021

2020
Data Augmentation of Surface Electromyography for Hand Gesture Recognition.
Sensors, 2020

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging.
CoRR, 2020

Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Frailty Assessment in Daily Living (FRAIL) - Assessment of ADL Performance of Frail Elderly with IMUs.
Proceedings of the HCI International 2020 - Late Breaking Posters, 2020

Behavior-based Speciation in Classification with NeuroEvolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Improved Gesture Recognition Based on sEMG Signals and TCN.
Proceedings of the IEEE International Conference on Acoustics, 2019

Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
3D Analysis of Upper Limbs Motion during Rehabilitation Exercises Using the Kinect<sup>TM</sup> Sensor: Development, Laboratory Validation and Clinical Application.
Sensors, 2018

Deep Learning in EMG-based Gesture Recognition.
Proceedings of the 5th International Conference on Physiological Computing Systems, 2018

Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach.
Proceedings of the Physiological Computing Systems, 2018

Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

Configuring the parameters of artificial neural networks using neuroevoiution and automatic algorithm configuration.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Medical Image Anal., 2017

Patients' follow-up using biomechanical analysis of rehabilitation exercises.
Int. J. Serious Games, 2017

The importance of the activation function in NeuroEvolution with FS-NEAT and FD-NEAT.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

An investigation of topological choices in FS-NEAT and FD-NEAT on XOR-based problems of increased complexity.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge.
CoRR, 2016

A comparison between FS-NEAT and FD-NEAT and an investigation of different initial topologies for a classification task with irrelevant features.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Analyzing the quality of experience of computer games in rehabilitation: the therapist's perspective.
Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2016

Dynamic balance assessment of elderly patients using serious games.
Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2016

Validation of trunk kinematics analysis through serious games rehabilitation exercises using the Kinect™ sensor.
Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2016

Three-dimensional functional evaluation of the shoulder complex using the Kinect™ sensor.
Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2016

Evaluation of cognitive functions of aged patients using video games.
Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2016

2015
Biomechanical Analysis of Rehabilitation Exercises Performed During Serious Games Exercises.
Proceedings of the Games and Learning Alliance - 4th International Conference, 2015

2014
A Locally Adaptive System for the Fusion of Objective Quality Measures.
IEEE Trans. Image Process., 2014

Detection of Interaction with Depth Sensing and Body Tracking Cameras in Physical Rehabilitation.
Proceedings of the ICTs for Improving Patients Rehabilitation Research Techniques, 2014

Validation of the Balance Board™ for Clinical Evaluation of Balance Through Different Conditions.
Proceedings of the ICTs for Improving Patients Rehabilitation Research Techniques, 2014

Therapeutic interaction detection for serious games in physical rehabilitation.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014

Balance training using specially developed serious games for cerebral palsy children, a feasibility study.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014

An approach for combining multiple descriptors for image classification.
Proceedings of the Seventh International Conference on Machine Vision, 2014

2013
JPSearch: An answer to the lack of standardization in mobile image retrieval.
Signal Process. Image Commun., 2013

Phased searching with NEAT in a Time-Scaled Framework: Experiments on a computer-aided detection system for lung nodules.
Artif. Intell. Medicine, 2013

Towards Standardized Integration of Images in the Cloud of Linked Data.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Workshops, 2013

Feature Extraction for Iris Recognition Based on Optimized Convolution Kernels.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Patient follow-up using Serious Games. A feasibility study on low back pain patients.
Proceedings of the Games for Health, 2013

2012
Combining Image Similarity Metrics for Semantic Image Annotation.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

Analysis of a feature-deselective neuroevolution classifier (FD-NEAT) in a computer-aided lung nodule detection system for CT images.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Accelerometer based Gait Analysis - Multi Variate Assessment of Fall Risk with FD-NEAT.
Proceedings of the BIOSIGNALS 2011, 2011

2008
Semi-automatic calibration of 3D camera images - Monitoring activities made easy.
Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

2007
Position statement: Physical activity monitoring of elderly patients - 3 tricks to advance the field?.
Proceedings of the Assisted Living Systems - Models, 2007

Position statement: Telemonitoring - a too limited view on the wellbeing of the patient.
Proceedings of the Assisted Living Systems - Models, 2007

2006
A computational model of intention reading in imitation.
Robotics Auton. Syst., 2006

A model for inferring the intention in imitation tasks.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Context aware inactivity recognition for visual fall detection.
Proceedings of the 1st International ICST Conference on Pervasive Computing Technologies for Healthcare, 2006

Imitation of Intentional Behaviour.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2003
An Imitation Game for Emerging Action Categories.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

You Did It on Purpose! Towards Intentional Embodied Agents.
Proceedings of the Ad-Hoc, Mobile, and Wireless Networks, Second International Conference, 2003


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