Search Results - Bart Vanrumste

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  1. 1

    Unobtrusive Nighttime Movement Monitoring to Support Nursing Home Continence Care: Algorithm Development and Validation Study by Hannelore Strauven, Chunzhuo Wang, Hans Hallez, Vero Vanden Abeele, Bart Vanrumste

    Published in JMIR Nursing (2024-12-01)
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  2. 2

    Rheumatic Heart Disease Screening Based on Phonocardiogram by Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste

    Published in Sensors (2021-09-01)
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  3. 3

    Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items? by Yiyuan Zhang, Xiangyu Wang, Pengxuan Han, Sabine Verschueren, Wei Chen, Bart Vanrumste

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  4. 4

    Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations by Yiyuan Zhang, Ine D’Haeseleer, José Coelho, Vero Vanden Abeele, Bart Vanrumste

    Published in Sensors (2021-03-01)
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  5. 5

    Enhancing autism spectrum disorder classification in children through the integration of traditional statistics and classical machine learning techniques in EEG analysis by Jacek Rogala, Jarosław Żygierewicz, Urszula Malinowska, Hanna Cygan, Elżbieta Stawicka, Adam Kobus, Bart Vanrumste

    Published in Scientific Reports (2023-12-01)
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  6. 6

    A data-driven approach to detect upper limb functional use during daily life in breast cancer survivors using wrist-worn sensors by Jill Emmerzaal, Benjamin Filtjens, Nieke Vets, Bart Vanrumste, Ann Smeets, An De Groef, Liesbet De Baets

    Published in Scientific Reports (2024-08-01)
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  7. 7

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

    Published in Sensors (2021-09-01)
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  8. 8

    Freezing of gait assessment with inertial measurement units and deep learning: effect of tasks, medication states, and stops by Po-Kai Yang, Benjamin Filtjens, Pieter Ginis, Maaike Goris, Alice Nieuwboer, Moran Gilat, Peter Slaets, Bart Vanrumste

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  9. 9

    Multimodal Freezing of Gait Detection: Analyzing the Benefits and Limitations of Physiological Data by Po-Kai Yang, Benjamin Filtjens, Pieter Ginis, Maaike Goris, Alice Nieuwboer, Moran Gilat, Peter Slaets, Bart Vanrumste

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  10. 10

    Automatic Detection and Assessment of Freezing of Gait Manifestations by Po-Kai Yang, Benjamin Filtjens, Pieter Ginis, Maaike Goris, Alice Nieuwboer, Moran Gilat, Peter Slaets, Bart Vanrumste

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  11. 11

    A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU by Meng Shang, Camilla de Bleecker, Jos Vanrenterghem, Roel de Ridder, Sabine Verschueren, Carolina Varon, Walter de Raedt, Bart Vanrumste

    Published in IEEE Access (2025-01-01)
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  12. 12

    A Masked Multi-Task Learning Approach for Otago Micro Labels Recognition by Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste

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  13. 13

    Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models by Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste

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  14. 14

    Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People by 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

    Published in Sensors (2021-01-01)
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  15. 15

    Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology by Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Dianne de Korte-de Boer, Valérie Smit-Fun, Patrick Duflot, Marie-Hélène Beaupain, Pieter Vandervoort, Stijn Luca, Jean-Marie Aerts, Bart Vanrumste

    Published in Sensors (2020-11-01)
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  16. 16

    Vital Signs Prediction for COVID-19 Patients in ICU by 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 Vandervoort, Jean-Marie Aerts, Bart Vanrumste

    Published in Sensors (2021-12-01)
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