Detection and localization of epileptic brain activity using an artificial neural network for dipole source analysis. - Gert Van Hoey; Bart Vanrumste; Rik Van de Walle; Paul Boon 001; Ignace Lemahieu; Michel D'Have; Kristl Vonck (EUSIPCO, 2000)

Automatic detection of EEG electrode markers on 3D MR data. - Jan Sijbers; Bart Vanrumste; Gert Van Hoey; Paul Boon 001; Marleen Verhoye; Annemarie van der Linden; Dirk Van Dyck (Image Processing, 2000)

Comparing the Performance of Solvers for a Bioelectric Field Problem. - Marcus Mohr 001; Bart Vanrumste (International Conference on Computational Science (2), 2002)

Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings. - Wim De Clercq; Bart Vanrumste; Jean-Michel Papy; Wim Van Paesschen; Sabine Van Huffel (IEEE Trans. Biomed. Eng., 2005)

Muscle and eye movement artifact removal prior to EEG source localization. - 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 (EMBC, 2006)

Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram. - Wim De Clercq; Anneleen Vergult; Bart Vanrumste; Wim Van Paesschen; Sabine Van Huffel (IEEE Trans. Biomed. Eng., 2006)

Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study. - Maarten De Vos; Lieven De Lathauwer; Bart Vanrumste; Sabine Van Huffel; Wim Van Paesschen (Comput. Intell. Neurosci., 2007)

EEG/MEG Source Imaging: Methods, Challenges, and Open Issues. - 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 (Comput. Intell. Neurosci., 2009)

Detection of Epileptic Seizures Using Video Data. - Kris Cuppens; Bart Vanrumste; Berten Ceulemans; Lieven Lagae; Sabine Van Huffel (Intelligent Environments, 2010)

On-site electronic observational assessment tool for discomfort and pain. - Pieter Schiepers; Bert Bonroy; Greet Leysens; Dragana Miljkovic; Lieven De Maesschalck; Stijn Quanten; Bart Vanrumste; Daniel Berckmans (Comput. Methods Programs Biomed., 2010)

Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy. - Kris Cuppens; Lieven Lagae; Berten Ceulemans; Sabine Van Huffel; Bart Vanrumste (Medical Biol. Eng. Comput., 2010)

Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects. - 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; et al. (NeuroImage, 2010)

Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. - Maarten De Vos; Stéphanie Riès; Katrien Vanderperren; Bart Vanrumste; Francois-Xavier Alario; Sabine Van Huffel; Borís Burle (Neuroinformatics, 2010)

Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. - Maarten De Vos; Stéphanie Riès; Katrien Vanderperren; Bart Vanrumste; Francois-Xavier Alario; Sabine Van Huffel; Borís Burle (Neuroinformatics, 2010)

Camera Based Fall Detection Using Multiple Features Validated with Real Life Video. - Glen Debard; Peter Karsmakers; Mieke Deschodt; Ellen Vlaeyen; Jonas Van Den Bergh; Eddy Dejaeger; Koen Milisen; Toon Goedemé; Tinne Tuytelaars; Bart Vanrumste (Intelligent Environments (Workshops), 2011)

Camera-Based Fall Detection on Real World Data. - Glen Debard; Peter Karsmakers; Mieke Deschodt; Ellen Vlaeyen; Eddy Dejaeger; Koen Milisen; Toon Goedemé; Bart Vanrumste; Tinne Tuytelaars (Theoretical Foundations of Computer Vision, 2011)

Ambient Assisted Living and Care in The Netherlands: The Voice of the User. - Joost van Hoof; Eveline J. M. Wouters; Hannah Ramsden Marston; Bart Vanrumste; R. A. Overdiep (Int. J. Ambient Comput. Intell., 2011)

The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. - 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; et al. (NeuroImage, 2011)

Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks. - Kris Cuppens; Bert Bonroy; Anouk Van de Vel; Berten Ceulemans; Lieven Lagae; Tinne Tuytelaars; Sabine Van Huffel; Bart Vanrumste (BIOSIGNALS, 2012)

Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video. - 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 (EMBC, 2012)

Integrating video and accelerometer signals for nocturnal epileptic seizure detection. - 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 (ICMI, 2012)

The "why" and "how" of JointICA: Results from a visual detection task. - 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 (NeuroImage, 2012)

Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. - Kris Cuppens; Peter Karsmakers; Anouk Van de Vel; Bert Bonroy; Milica Milosevic; Lieven Lagae; Berten Ceulemans; Sabine Van Huffel; Bart Vanrumste (ICPRAM, 2013)

Self-taught assistive vocal interfaces: an overview of the ALADIN project. - 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; et al. (INTERSPEECH, 2013)

Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a preliminary study. - Lode Vuegen; Bert Van Den Broeck; Peter Karsmakers; Hugo Van hamme; Bart Vanrumste (SLPAT, 2013)

An exemplar-based NMF approach to audio event detection. - Jort F. Gemmeke; Lode Vuegen; Peter Karsmakers; Bart Vanrumste; Hugo Van hamme (WASPAA, 2013)

Validation of the kinect for gait analysis using the GAITRite walkway. - Greet Baldewijns; Geert Verheyden; Bart Vanrumste; Tom Croonenborghs (EMBC, 2014)

Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. - E. Cuartas-Morales; Hans Hallez; Bart Vanrumste; Germán Castellanos-Domínguez (EMBC, 2014)

Anomaly Detection Using the Poisson Process Limit for Extremes. - Stijn Luca; Peter Karsmakers; Bart Vanrumste (ICDM, 2014)

Detection of epileptic convulsions from accelerometry signals through machine learning approach. - Milica Milosevic; Anouk Van de Vel; Bert Bonroy; Berten Ceulemans; Lieven Lagae; Bart Vanrumste; Sabine Van Huffel (MLSP, 2014)

Detecting rare events using extreme value statistics applied to epileptic convulsions in children. - Stijn Luca; Peter Karsmakers; Kris Cuppens; Tom Croonenborghs; Anouk Van de Vel; Berten Ceulemans; Lieven Lagae; Sabine Van Huffel; Bart Vanrumste (Artif. Intell. Medicine, 2014)

Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. - 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 (IEEE J. Biomed. Health Informatics, 2014)

Automatic Fall Risk Estimation using the Nintendo Wii Balance Board. - Gert Mertes; Greet Baldewijns; Pieter-Jan Dingenen; Tom Croonenborghs; Bart Vanrumste (HEALTHINF, 2015)

Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG. - Thomas De Cooman; Anouk Van de Vel; Berten Ceulemans; Lieven Lagae; Wim Van Paesschen; Bart Vanrumste; Sabine Van Huffel (CinC, 2015)

Automatic detection of health changes using statistical process control techniques on measured transfer times of elderly. - Greet Baldewijns; Stijn Luca; William Nagels; Bart Vanrumste; Tom Croonenborghs (EMBC, 2015)

Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection. - Thomas De Cooman; Anouk Van de Vel; Berten Ceulemans; Lieven Lagae; Bart Vanrumste; Sabine Van Huffel (EMBC, 2015)

Camera-based fall detection using a particle filter. - Glen Debard; Greet Baldewijns; Toon Goedemé; Tinne Tuytelaars; Bart Vanrumste (EMBC, 2015)

Automated walking aid detector based on indoor video recordings. - Steven Puttemans; Greet Baldewijns; Tom Croonenborghs; Bart Vanrumste; Toon Goedemé (EMBC, 2015)

Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions. - Lode Vuegen; Bert Van Den Broeck; Peter Karsmakers; Hugo Van hamme; Bart Vanrumste (EMBC, 2015)

Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions. - Lode Vuegen; Bert Van Den Broeck; Peter Karsmakers; Hugo Van hamme; Bart Vanrumste (EUSIPCO, 2015)

Automated Respiration Detection from Neonatal Video Data. - Ninah Koolen; Olivier Decroupet; Anneleen Dereymaeker; Katrien Jansen; Jan Vervisch; Vladimir Matic; Bart Vanrumste; Gunnar Naulaers; Sabine Van Huffel; Maarten De Vos (ICPRAM (2), 2015)

A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. - Gert Dekkers; Toon van Waterschoot; Bart Vanrumste; Bert Van Den Broeck; Jort F. Gemmeke; Hugo Van hamme; Peter Karsmakers (INTERSPEECH, 2015)

Automated in-home gait transfer time analysis using video cameras. - Greet Baldewijns; Veerle Claes; Glen Debard; Marc Mertens; Els Devriendt; Koen Milisen; Jos Tournoy; Tom Croonenborghs; Bart Vanrumste (J. Ambient Intell. Smart Environ., 2016)

Noise robust footstep location estimation using a wireless acoustic sensor network. - Bert Van Den Broeck; Peter Karsmakers; Hugo Van hamme; Bart Vanrumste (J. Ambient Intell. Smart Environ., 2016)

Camera-based fall detection using real-world versus simulated data: How far are we from the solution? - Glen Debard; Marc Mertens; Mieke Deschodt; Ellen Vlaeyen; Els Devriendt; Eddy Dejaeger; Koen Milisen; Jos Tournoy; Tom Croonenborghs; Toon Goedemé; Tinne Tuytelaars; Bart Vanrumste (J. Ambient Intell. Smart Environ., 2016)

One-class classification of point patterns of extremes. - Stijn Luca; David A. Clifton; Bart Vanrumste (J. Mach. Learn. Res., 2016)

Scalable Semi-Automatic Annotation for Multi-Camera Person Tracking. - Jorge Oswaldo Niño Castañeda; Andrés Frias-Velázquez; Nyan Bo Bo; Maarten Slembrouck; Junzhi Guan; Glen Debard; Bart Vanrumste; Tinne Tuytelaars; Wilfried Philips (IEEE Trans. Image Process., 2016)

Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. - Milica Milosevic; Anouk Van de Vel; Bert Bonroy; Berten Ceulemans; Lieven Lagae; Bart Vanrumste; Sabine Van Huffel (IEEE J. Biomed. Health Informatics, 2016)

The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network. - Gert Dekkers; Steven Lauwereins; Bart Thoen; Mulu Weldegebreal Adhana; Henk Brouckxon; Bertold Van den Bergh; Toon van Waterschoot; Bart Vanrumste; Marian Verhelst; Peter Karsmakers (DCASE, 2017)

Improving the accuracy of existing camera based fall detection algorithms through late fusion. - Greet Baldewijns; Glen Debard; Gert Mertes; Tom Croonenborghs; Bart Vanrumste (EMBC, 2017)

Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment. - Gert Mertes; Hans Hallez; Bart Vanrumste; Tom Croonenborghs (EMBC, 2017)

Three Ways to Improve the Performance of Real-Life Camera-Based Fall Detection Systems. - Glen Debard; Marc Mertens; Toon Goedemé; Tinne Tuytelaars; Bart Vanrumste (J. Sensors, 2017)

Feature selection methods for accelerometry-based seizure detection in children. - Milica Milosevic; Anouk Van de Vel; Kris Cuppens; Bert Bonroy; Berten Ceulemans; Lieven Lagae; Bart Vanrumste; Sabine Van Huffel (Medical Biol. Eng. Comput., 2017)

Measuring weight and location of individual bites using a sensor augmented smart plate. - Gert Mertes; Glenn Christiaensen; Hans Hallez; Sammy Verslype; Wei Chen 015; Bart Vanrumste (EMBC, 2018)

Dynamic Gait Monitoring Mobile Platform. - Robin Amsters; Ali Bin Junaid; Nick Damen; Jeroen Van de Laer; Benjamin Filtjens; Bart Vanrumste; Peter Slaets (ICT4AWE, 2018)

Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation. - Benjamin Filtjens; Robin Amsters; Ali Bin Junaid; Nick Damen; Jeroen Van de Laer; Benedicte Vanwanseele; Bart Vanrumste; Peter Slaets (ICT4AgeingWell (Selected Papers), 2018)

DCASE 2018 Challenge - Task 5: Monitoring of domestic activities based on multi-channel acoustics. - Gert Dekkers; Lode Vuegen; Toon van Waterschoot; Bart Vanrumste; Peter Karsmakers (CoRR, 2018)

A multi-layered energy consumption model for smart wireless acoustic sensor networks. - Gert Dekkers; Fernando Rosas; Steven Lauwereins; Sreeraj Rajendran; Sofie Pollin; Bart Vanrumste; Toon van Waterschoot; Marian Verhelst; Peter Karsmakers (CoRR, 2018)

Ageing is Not a Disease: Pitfalls for the Acceptance of Self-Management Health Systems Supporting Healthy Ageing. - Ine D'haeseleer; Kathrin Gerling; Dominique Schreurs; Bart Vanrumste; Vero Vanden Abeele (ASSETS, 2019)

Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke. - Gert Mertes; Li Ding; Wei Chen 015; Hans Hallez; Jie Jia 002; Bart Vanrumste (BHI, 2019)

Use of wearable technology to quantify fall risk in psychogeriatric environments: a feasability study. - Marc Mertens; Julie Raepsaet; Glen Debard; Mieke Mondelaers; Bart Vanrumste; Jesse Davis (EMBC, 2019)

PREgDICT : Early prediction of gestational weight gain for pregnancy care. - Chetanya Puri; Gerben Kooijman; Felipe Masculo; Shannon Van Sambeek; Sebastiaan Den Boer; Stijn Luca; Bart Vanrumste (EMBC, 2019)

Privacy preserving pregnancy weight gain management: demo abstract. - Chetanya Puri; Koustabh Dolui; Gerben Kooijman; Felipe Masculo; Shannon Van Sambeek; Sebastiaan Den Boer; Sam Michiels; Hans Hallez; Stijn Luca; Bart Vanrumste (SenSys, 2019)

Designing a Tablet-Based Application for Self-Assessment Questionnaires with Nursing Home Residents. - Ine D'Haeseleer; Nikki Dehennin; Bart Vanrumste; Peter Bernaers; Dominique Schreurs; Vero Vanden Abeele (Conference on Designing Interactive Systems (Companion Volume), 2020)

Intelligent Analyses on Storytelling for Impact Measurement. - Koen Kicken; Tessa De Maesschalck; Bart Vanrumste; Tom De Keyser; Heereen Shim (W-NUT@EMNLP, 2020)

Automated Rheumatic Heart Disease Detection from Phonocardiogram in Cardiology Ward. - Melkamu Hunegnaw Asmare; Frehiwot Woldehanna; Luc Janssens; Bart Vanrumste (HEALTHINF, 2020)

Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study. - Hannelore Strauven; Ine D'haeseleer; Kristof T'Jonck; Hans Hallez; Vero Vanden Abeele; Pieter Crombez; Bart Vanrumste (HEALTHINF, 2020)

Rheumatic Heart Disease Detection Using Deep Learning from Spectro-Temporal Representation of Un-segmented Heart Sounds. - Melkamu Hunegnaw Asmare; Frehiwot Woldehanna; Luc Janssens; Bart Vanrumste (EMBC, 2020)

Bathroom activity monitoring for older adults via wearable device. - Yiyuan Zhang; Jorgen Wullems; Ine D'Haeseleer; Vero Vanden Abeele; Bart Vanrumste (ICHI, 2020)

The Unacceptance of a Self-Management Health System by Healthy Older Adults. - Ine D'haeseleer; Dries Oeyen; Bart Vanrumste; Dominique Schreurs; Vero Vanden Abeele (ICT4AWE, 2020)

From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes. - Hannelore Strauven; Katta Spiel; Ine D'Haeseleer; Hans Hallez; Bart Vanrumste; Vero Vanden Abeele (NordiCHI, 2020)

Data augmentation and semi-supervised learning for deep neural networks-based text classifier. - Heereen Shim; Stijn Luca; Dietwig Lowet; Bart Vanrumste (SAC, 2020)

Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. - 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 (Sensors, 2020)

Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population. - Gert Mertes; Li Ding; Wei Chen 015; Hans Hallez; Jie Jia 002; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2020)

Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text. - Heereen Shim; Dietwig Lowet; Stijn Luca; Bart Vanrumste (W-NUT, 2021)

Can Heart Sound Denoising be Beneficial in Phonocardiogram Classification Tasksƒ. - Melkamu Hunegnaw Asmare; Frehiwot Woldehanna; Luc Janssens; Bart Vanrumste (EMBC, 2021)

Gestational weight gain prediction using privacy preserving federated learning. - Chetanya Puri; Koustabh Dolui; Gerben Kooijman; Felipe Masculo; Shannon Van Sambeek; Sebastiaan Den Boer; Sam Michiels; Hans Hallez; Stijn Luca; Bart Vanrumste (EMBC, 2021)

Feature selection for unbiased imputation of missing values: A case study in healthcare. - Chetanya Puri; Gerben Kooijman; Xi Long; Paul Hamelmann; Sima Asvadi; Bart Vanrumste; Stijn Luca (EMBC, 2021)

Bathroom activities monitoring for older adults by a wrist-mounted accelerometer using a hybrid deep learning model. - Meng Shang; Yiyuan Zhang; Ahmed Youssef Ali Amer; Ine D'Haeseleer; Bart Vanrumste (EMBC, 2021)

A Personalized Bayesian Approach for Early Intervention in Gestational Weight Gain Management Toward Pregnancy Care. - 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; et al. (IEEE Access, 2021)

LETS: A Label-Efficient Training Scheme for Aspect-Based Sentiment Analysis by Using a Pre-Trained Language Model. - Heereen Shim; Dietwig Lowet; Stijn Luca; Bart Vanrumste (IEEE Access, 2021)

Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study. - Yiyuan Zhang; Oluwatosin J. Babarinde; Pengxuan Han; Xiangyu Wang; Peter Karsmakers; Dominique M. M.-P. Schreurs; Sabine M. P. Verschueren; Bart Vanrumste (IEEE Access, 2021)

Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection. - Benjamin Filtjens; Pieter Ginis; Alice Nieuwboer; Peter Slaets; Bart Vanrumste (CoRR, 2021)

A Localized Learning Approach Applied to Human Activity Recognition. - Ahmed Youssef Ali Amer; Jean-Marie Aerts; Bart Vanrumste; Stijn Luca (IEEE Intell. Syst., 2021)

Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation. - Benjamin Filtjens; Pieter Ginis; Alice Nieuwboer; Muhammad Raheel Afzal; Joke Spildooren; Bart Vanrumste; Peter Slaets (BMC Medical Informatics Decis. Mak., 2021)

Vital Signs Prediction for COVID-19 Patients in ICU. - 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; et al. (Sensors, 2021)

Rheumatic Heart Disease Screening Based on Phonocardiogram. - Melkamu Hunegnaw Asmare; Benjamin Filtjens; Frehiwot Woldehanna; Luc Janssens; Bart Vanrumste (Sensors, 2021)

Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People. - Long Meng; Anjing Zhang; Chen Chen 039; Xingwei Wang 007; Xinyu Jiang; Linkai Tao; Jiahao Fan; Xuejiao Wu; Chenyun Dai; Yiyuan Zhang; Bart Vanrumste; Toshiyo Tamura; et al. (Sensors, 2021)

Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults. - Marc Mertens; Glen Debard; Jesse Davis; Els Devriendt; Koen Milisen; Jos Tournoy; Tom Croonenborghs; Bart Vanrumste (Sensors, 2021)

Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations. - Yiyuan Zhang; Ine D'Haeseleer; José Coelho 002; Vero Vanden Abeele; Bart Vanrumste (Sensors, 2021)

Are Gyroscopes an Added Value in Leave-One-Subject-Out Activity Recognition with IMUs? - Meng Shang; Walter De Raedt; Carolina Varon; Bart Vanrumste (EMBC, 2022)

Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (EMBC, 2022)

Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2022)

Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities. - Gert Dekkers; Fernando Rosas; Toon van Waterschoot; Bart Vanrumste; Peter Karsmakers (Inf. Fusion, 2022)

Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection. - Chetanya Puri; Gerben Kooijman; Bart Vanrumste; Stijn Luca (IEEE J. Biomed. Health Informatics, 2022)

Daily Pain Prediction in Workplace Using Gaussian Processes. - Chetanya Puri; Stijn Keyaerts; Maxwell Szymanski; Lode Godderis; Katrien Verbert; Stijn Luca; Bart Vanrumste (HEALTHINF, 2023)

Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data. - Benjamin Filtjens; Po-Kai Yang; Maaike Goris; Moran Gilat; Niklas Kempynck; Pieter Ginis; Alice Nieuwboer; Peter Slaets; Bart Vanrumste (BSN, 2023)

Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling. - Chunzhuo Wang; Jiaze Kong; Yutong Cai; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (BSN, 2023)

Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models. - 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 (CoRR, 2023)

A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU. - Meng Shang; Camilla De Bleecker; Jos Vanrenterghem; Roel De Ridder; Sabine M. P. Verschueren; Carolina Varon; Walter De Raedt; Bart Vanrumste (CoRR, 2023)

Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (MeMeA, 2024)

Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2024)

A Masked Semi-Supervised Learning Approach for Otago Micro Labels Recognition. - 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 (CoRR, 2024)

Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation. - Bowen Chen 004; Haoyu Ji 001; Zhiyong Wang 009; Benjamin Filtjens; Chunzhuo Wang; Weihong Ren; Bart Vanrumste; Honghai Liu 001 (CoRR, 2024)

Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. - Benjamin Filtjens; Bart Vanrumste; Peter Slaets (IEEE Trans. Emerg. Top. Comput., 2024)

Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2024)

Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments. - Chunzhuo Wang; Talluri Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2024)

DS-MS-TCN: Otago Exercises Recognition With a Dual-Scale Multi-Stage Temporal Convolutional Network. - 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 (IEEE J. Biomed. Health Informatics, 2024)

A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU. - Meng Shang; Camilla De Bleecker; Jos Vanrenterghem; Roel De Ridder; Sabine M. P. Verschueren; Carolina Varon; Walter De Raedt; Bart Vanrumste (IEEE Access, 2025)

Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks. - Chunzhuo Wang; Zhewen Xue; Talluri Sunil Kumar; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2025)

Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors. - Chunzhuo Wang; Hans Hallez; Bart Vanrumste (CoRR, 2025)