Bart Vanrumste

113 papers A* 1A 4B 4C 5Misc 4Journal 54Unranked 41

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU. IEEE Access Meng Shang, Camilla De Bleecker, Jos Vanrenterghem, Roel De Ridder, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2025	J	`jnl`	Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors. CoRR Chunzhuo Wang, Hans Hallez, Bart Vanrumste
2025	J	`jnl`	Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks. CoRR Chunzhuo Wang, Zhewen Xue, Talluri Sunil Kumar, Guido Camps, Hans Hallez, Bart Vanrumste
2024	J	`jnl`	A Masked Semi-Supervised Learning Approach for Otago Micro Labels Recognition. CoRR Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2024	J	`jnl`	DS-MS-TCN: Otago Exercises Recognition With a Dual-Scale Multi-Stage Temporal Convolutional Network. IEEE J. Biomed. Health Informatics Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2024	J	`jnl`	DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network. CoRR Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2024	J	`jnl`	Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. IEEE J. Biomed. Health Informatics Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024	J	`jnl`	Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments. IEEE J. Biomed. Health Informatics Chunzhuo Wang, Talluri Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024	J	`jnl`	Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments. CoRR Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024	—	`conf`	Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU. MeMeA Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024	J	`jnl`	Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation. CoRR Bowen Chen, Haoyu Ji, Zhiyong Wang, Benjamin Filtjens, Chunzhuo Wang, Weihong Ren, Bart Vanrumste, Honghai Liu
2024	J	`jnl`	Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. IEEE Trans. Emerg. Top. Comput. Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2023	J	`jnl`	A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU. CoRR Meng Shang, Camilla De Bleecker, Jos Vanrenterghem, Roel De Ridder, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2023	C	`conf`	Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data. BSN Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
2023	—	`conf`	Daily Pain Prediction in Workplace Using Gaussian Processes. HEALTHINF Chetanya Puri, Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Katrien Verbert, Stijn Luca, Bart Vanrumste
2023	C	`conf`	Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling. BSN Chunzhuo Wang, Jiaze Kong, Yutong Cai, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2023	J	`jnl`	Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models. CoRR Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
2022	—	`conf`	Are Gyroscopes an Added Value in Leave-One-Subject-Out Activity Recognition with IMUs? EMBC Meng Shang, Walter De Raedt, Carolina Varon, Bart Vanrumste
2022	—	`conf`	Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments. EMBC Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2022	J	`jnl`	Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities. Inf. Fusion Gert Dekkers, Fernando Rosas, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
2022	J	`jnl`	Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network. CoRR Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2022	J	`jnl`	Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection. IEEE J. Biomed. Health Informatics Chetanya Puri, Gerben Kooijman, Bart Vanrumste, Stijn Luca
2022	J	`jnl`	Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. CoRR Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2021	J	`jnl`	A Localized Learning Approach Applied to Human Activity Recognition. IEEE Intell. Syst. Ahmed Youssef Ali Amer, Jean-Marie Aerts, Bart Vanrumste, Stijn Luca
2021	J	`jnl`	A Personalized Bayesian Approach for Early Intervention in Gestational Weight Gain Management Toward Pregnancy Care. IEEE Access Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Jo Hua, Nan Huang, Henry Ma, Yafang Jin, Fan Ling, Guanghui Li, Dongtao Zhang, Xiaochun Wang, Stijn Luca, Bart Vanrumste
2021	J	`jnl`	Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection. CoRR Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
2021	J	`jnl`	Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study. IEEE Access Yiyuan Zhang, Oluwatosin J. Babarinde, Pengxuan Han, Xiangyu Wang, Peter Karsmakers, Dominique M. M.-P. Schreurs, Sabine M. P. Verschueren, Bart Vanrumste
2021	—	`conf`	Bathroom activities monitoring for older adults by a wrist-mounted accelerometer using a hybrid deep learning model. EMBC Meng Shang, Yiyuan Zhang, Ahmed Youssef Ali Amer, Ine D'haeseleer, Bart Vanrumste
2021	—	`conf`	Can Heart Sound Denoising be Beneficial in Phonocardiogram Classification Tasksƒ. EMBC Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
2021	J	`jnl`	Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People. Sensors Long Meng, Anjing Zhang, Chen Chen, Xingwei Wang, Xinyu Jiang, Linkai Tao, Jiahao Fan, Xuejiao Wu, Chenyun Dai, Yiyuan Zhang, Bart Vanrumste, Toshiyo Tamura, Wei Chen
2021	—	`conf`	Feature selection for unbiased imputation of missing values: A case study in healthcare. EMBC Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca
2021	—	`conf`	Gestational weight gain prediction using privacy preserving federated learning. EMBC Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
2021	J	`jnl`	LETS: A Label-Efficient Training Scheme for Aspect-Based Sentiment Analysis by Using a Pre-Trained Language Model. IEEE Access Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
2021	J	`jnl`	Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation. BMC Medical Informatics Decis. Mak. Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets
2021	J	`jnl`	Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults. Sensors Marc Mertens, Glen Debard, Jesse Davis, Els Devriendt, Koen Milisen, Jos Tournoy, Tom Croonenborghs, Bart Vanrumste
2021	J	`jnl`	Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations. Sensors Yiyuan Zhang, Ine D'haeseleer, José Coelho, Vero Vanden Abeele, Bart Vanrumste
2021	J	`jnl`	Rheumatic Heart Disease Screening Based on Phonocardiogram. Sensors Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
2021	—	`conf`	Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text. W-NUT Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
2021	J	`jnl`	Vital Signs Prediction for COVID-19 Patients in ICU. Sensors Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Pauline Dreesen, Dianne de Korte-de Boer, Frank van Rosmalen, Bas C. T. van Bussel, Valérie Smit-Fun, Patrick Duflot, Julien Guiot, Iwan C. C. van der Horst, Dieter Mesotten, Pieter M. Vandervoort, Jean-Marie Aerts, Bart Vanrumste
2020	—	`conf`	Automated Rheumatic Heart Disease Detection from Phonocardiogram in Cardiology Ward. HEALTHINF Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
2020	—	`conf`	Bathroom activity monitoring for older adults via wearable device. ICHI Yiyuan Zhang, Jorgen Wullems, Ine D'haeseleer, Vero Vanden Abeele, Bart Vanrumste
2020	Misc	`conf`	Data augmentation and semi-supervised learning for deep neural networks-based text classifier. SAC Heereen Shim, Stijn Luca, Dietwig Lowet, Bart Vanrumste
2020	A	`conf`	Designing a Tablet-Based Application for Self-Assessment Questionnaires with Nursing Home Residents. Conference on Designing Interactive Systems (Companion Volume) Ine D'haeseleer, Nikki Dehennin, Bart Vanrumste, Peter Bernaers, Dominique Schreurs, Vero Vanden Abeele
2020	Misc	`conf`	From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes. NordiCHI Hannelore Strauven, Katta Spiel, Ine D'haeseleer, Hans Hallez, Bart Vanrumste, Vero Vanden Abeele
2020	—	`conf`	Intelligent Analyses on Storytelling for Impact Measurement. W-NUT@EMNLP Koen Kicken, Tessa De Maesschalck, Bart Vanrumste, Tom De Keyser, Heereen Shim
2020	J	`jnl`	Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population. IEEE J. Biomed. Health Informatics Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
2020	—	`conf`	Rheumatic Heart Disease Detection Using Deep Learning from Spectro-Temporal Representation of Un-segmented Heart Sounds. EMBC Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
2020	C	`conf`	The Unacceptance of a Self-Management Health System by Healthy Older Adults. ICT4AWE Ine D'haeseleer, Dries Oeyen, Bart Vanrumste, Dominique Schreurs, Vero Vanden Abeele
2020	—	`conf`	Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study. HEALTHINF Hannelore Strauven, Ine D'haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Pieter Crombez, Bart Vanrumste
2020	J	`jnl`	Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. Sensors Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Dianne de Korte-de Boer, Valérie Smit-Fun, Patrick Duflot, Marie-Hélène Beaupain, Pieter M. Vandervoort, Stijn Luca, Jean-Marie Aerts, Bart Vanrumste
2019	A	`conf`	Ageing is Not a Disease: Pitfalls for the Acceptance of Self-Management Health Systems Supporting Healthy Ageing. ASSETS Ine D'haeseleer, Kathrin Gerling, Dominique Schreurs, Bart Vanrumste, Vero Vanden Abeele
2019	—	`conf`	PREgDICT : Early prediction of gestational weight gain for pregnancy care. EMBC Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Stijn Luca, Bart Vanrumste
2019	Misc	`conf`	Privacy preserving pregnancy weight gain management: demo abstract. SenSys Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
2019	—	`conf`	Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke. BHI Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
2019	—	`conf`	Use of wearable technology to quantify fall risk in psychogeriatric environments: a feasability study. EMBC Marc Mertens, Julie Raepsaet, Glen Debard, Mieke Mondelaers, Bart Vanrumste, Jesse Davis
2018	J	`jnl`	A multi-layered energy consumption model for smart wireless acoustic sensor networks. CoRR Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers
2018	J	`jnl`	DCASE 2018 Challenge - Task 5: Monitoring of domestic activities based on multi-channel acoustics. CoRR Gert Dekkers, Lode Vuegen, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
2018	C	`conf`	Dynamic Gait Monitoring Mobile Platform. ICT4AWE Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2018	—	`conf`	Measuring weight and location of individual bites using a sensor augmented smart plate. EMBC Gert Mertes, Glenn Christiaensen, Hans Hallez, Sammy Verslype, Wei Chen, Bart Vanrumste
2018	—	`conf`	Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation. ICT4AgeingWell (Selected Papers) Benjamin Filtjens, Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benedicte Vanwanseele, Bart Vanrumste, Peter Slaets
2017	—	`conf`	Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment. EMBC Gert Mertes, Hans Hallez, Bart Vanrumste, Tom Croonenborghs
2017	J	`jnl`	Feature selection methods for accelerometry-based seizure detection in children. Medical Biol. Eng. Comput. Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2017	—	`conf`	Improving the accuracy of existing camera based fall detection algorithms through late fusion. EMBC Greet Baldewijns, Glen Debard, Gert Mertes, Tom Croonenborghs, Bart Vanrumste
2017	—	`conf`	The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network. DCASE Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers
2017	J	`jnl`	Three Ways to Improve the Performance of Real-Life Camera-Based Fall Detection Systems. J. Sensors Glen Debard, Marc Mertens, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
2016	J	`jnl`	Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. IEEE J. Biomed. Health Informatics Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2016	J	`jnl`	Automated in-home gait transfer time analysis using video cameras. J. Ambient Intell. Smart Environ. Greet Baldewijns, Veerle Claes, Glen Debard, Marc Mertens, Els Devriendt, Koen Milisen, Jos Tournoy, Tom Croonenborghs, Bart Vanrumste
2016	J	`jnl`	Camera-based fall detection using real-world versus simulated data: How far are we from the solution? J. Ambient Intell. Smart Environ. Glen Debard, Marc Mertens, Mieke Deschodt, Ellen Vlaeyen, Els Devriendt, Eddy Dejaeger, Koen Milisen, Jos Tournoy, Tom Croonenborghs, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
2016	J	`jnl`	Noise robust footstep location estimation using a wireless acoustic sensor network. J. Ambient Intell. Smart Environ. Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2016	J	`jnl`	One-class classification of point patterns of extremes. J. Mach. Learn. Res. Stijn Luca, David A. Clifton, Bart Vanrumste
2016	J	`jnl`	Scalable Semi-Automatic Annotation for Multi-Camera Person Tracking. IEEE Trans. Image Process. Jorge Oswaldo Niño Castañeda, Andrés Frias-Velázquez, Nyan Bo Bo, Maarten Slembrouck, Junzhi Guan, Glen Debard, Bart Vanrumste, Tinne Tuytelaars, Wilfried Philips
2015	A	`conf`	A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. INTERSPEECH Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers
2015	—	`conf`	Automated Respiration Detection from Neonatal Video Data. ICPRAM (2) Ninah Koolen, Olivier Decroupet, Anneleen Dereymaeker, Katrien Jansen, Jan Vervisch, Vladimir Matic, Bart Vanrumste, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
2015	—	`conf`	Automated walking aid detector based on indoor video recordings. EMBC Steven Puttemans, Greet Baldewijns, Tom Croonenborghs, Bart Vanrumste, Toon Goedemé
2015	—	`conf`	Automatic Fall Risk Estimation using the Nintendo Wii Balance Board. HEALTHINF Gert Mertes, Greet Baldewijns, Pieter-Jan Dingenen, Tom Croonenborghs, Bart Vanrumste
2015	—	`conf`	Automatic detection of health changes using statistical process control techniques on measured transfer times of elderly. EMBC Greet Baldewijns, Stijn Luca, William Nagels, Bart Vanrumste, Tom Croonenborghs
2015	—	`conf`	Camera-based fall detection using a particle filter. EMBC Glen Debard, Greet Baldewijns, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
2015	—	`conf`	Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions. EUSIPCO Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2015	—	`conf`	Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG. CinC Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Wim Van Paesschen, Bart Vanrumste, Sabine Van Huffel
2015	—	`conf`	Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions. EMBC Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2015	—	`conf`	Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection. EMBC Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2014	J	`jnl`	Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	A*	`conf`	Anomaly Detection Using the Poisson Process Limit for Extremes. ICDM Stijn Luca, Peter Karsmakers, Bart Vanrumste
2014	J	`jnl`	Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	—	`conf`	Detection of epileptic convulsions from accelerometry signals through machine learning approach. MLSP Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2014	—	`conf`	Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. EMBC E. Cuartas-Morales, Hans Hallez, Bart Vanrumste, Germán Castellanos-Domínguez
2014	—	`conf`	Validation of the kinect for gait analysis using the GAITRite walkway. EMBC Greet Baldewijns, Geert Verheyden, Bart Vanrumste, Tom Croonenborghs
2013	—	`conf`	An exemplar-based NMF approach to audio event detection. WASPAA Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme
2013	—	`conf`	Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study. SLPAT Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2013	C	`conf`	Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. ICPRAM Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2013	A	`conf`	Self-taught assistive vocal interfaces: an overview of the ALADIN project. INTERSPEECH Jort F. Gemmeke, Bart Ons, Netsanet M. Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Bart Vanrumste
2012	—	`conf`	Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks. BIOSIGNALS Kris Cuppens, Bert Bonroy, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
2012	B	`conf`	Integrating video and accelerometer signals for nocturnal epileptic seizure detection. ICMI Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan
2012	J	`jnl`	The "why" and "how" of JointICA: Results from a visual detection task. NeuroImage Bogdan Mijovic, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, Maarten De Vos
2012	—	`conf`	Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video. EMBC Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan
2011	J	`jnl`	Ambient Assisted Living and Care in The Netherlands: The Voice of the User. Int. J. Ambient Comput. Intell. Joost van Hoof, Eveline J. M. Wouters, Hannah Ramsden Marston, Bart Vanrumste, R. A. Overdiep
2011	B	`conf`	Camera Based Fall Detection Using Multiple Features Validated with Real Life Video. Intelligent Environments (Workshops) Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Jonas Van Den Bergh, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
2011	—	`conf`	Camera-Based Fall Detection on Real World Data. Theoretical Foundations of Computer Vision Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Bart Vanrumste, Tinne Tuytelaars
2011	J	`jnl`	The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. NeuroImage Nikolay Novitskiy, Jennifer R. Ramautar, Katrien Vanderperren, Maarten De Vos, Maarten Mennes, Bogdan Mijovic, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans
2010	J	`jnl`	Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy. Medical Biol. Eng. Comput. Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2010	B	`conf`	Detection of Epileptic Seizures Using Video Data. Intelligent Environments Kris Cuppens, Bart Vanrumste, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2010	J	`jnl`	Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. Neuroinformatics Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle
2010	J	`jnl`	On-site electronic observational assessment tool for discomfort and pain. Comput. Methods Programs Biomed. Pieter Schiepers, Bert Bonroy, Greet Leysens, Dragana Miljkovic, Lieven De Maesschalck, Stijn Quanten, Bart Vanrumste, Daniel Berckmans
2010	J	`jnl`	Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects. NeuroImage Katrien Vanderperren, Maarten De Vos, Jennifer R. Ramautar, Nikolay Novitskiy, Maarten Mennes, Sara Assecondi, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Johan Wagemans, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel
2010	J	`jnl`	Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. Neuroinformatics Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle
2009	J	`jnl`	EEG/MEG Source Imaging: Methods, Challenges, and Open Issues. Comput. Intell. Neurosci. Katrina Wendel, Outi Väisänen, Jaakko Malmivuo, Nevzat Güneri Gençer, Bart Vanrumste, Piotr J. Durka, Ratko Magjarevic, Selma Supek, Mihail Lucian Pascu, Hugues Fontenelle, Rolando Grave de Peralta Menendez
2007	J	`jnl`	Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study. Comput. Intell. Neurosci. Maarten De Vos, Lieven De Lathauwer, Bart Vanrumste, Sabine Van Huffel, Wim Van Paesschen
2006	J	`jnl`	Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram. IEEE Trans. Biomed. Eng. Wim De Clercq, Anneleen Vergult, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel
2006	—	`conf`	Muscle and eye movement artifact removal prior to EEG source localization. EMBC Hans Hallez, Anneleen Vergult, Ronald Phlypo, Peter Van Hese, Wim De Clercq, Yves D'Asseler, Rik Van de Walle, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel, Ignace Lemahieu
2005	J	`jnl`	Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings. IEEE Trans. Biomed. Eng. Wim De Clercq, Bart Vanrumste, Jean-Michel Papy, Wim Van Paesschen, Sabine Van Huffel
2002	Misc	`conf`	Comparing the Performance of Solvers for a Bioelectric Field Problem. International Conference on Computational Science (2) Marcus Mohr, Bart Vanrumste
2000	B	`conf`	Automatic detection of EEG electrode markers on 3D MR data. Image Processing Jan Sijbers, Bart Vanrumste, Gert Van Hoey, Paul Boon, Marleen Verhoye, Annemarie van der Linden, Dirk Van Dyck
2000	—	`conf`	Detection and localization of epileptic brain activity using an artificial neural network for dipole source analysis. EUSIPCO Gert Van Hoey, Bart Vanrumste, Rik Van de Walle, Paul Boon, Ignace Lemahieu, Michel D'Have, Kristl Vonck