Výsledky vyhledávání - "Varon, Carolina"

Report

A Masked Semi-Supervised Learning Approach for Otago Micro Labels Recognition

Autor: Shang, Meng, Dedeyne, Lenore, Dupont, Jolan, Vercauteren, Laura, Amini, Nadjia, Lapauw, Laurence, Gielen, Evelien, Verschueren, Sabine, Varon, Carolina, De Raedt, Walter, Vanrumste, Bart

The Otago Exercise Program (OEP) serves as a vital rehabilitation initiative for older adults, aiming to enhance their strength and balance, and consequently prevent falls. While Human Activity Recognition (HAR) systems have been widely employed in r

Externí odkaz: http://arxiv.org/abs/2405.12711

Zobrazit plný text záznamu

Akademický článek

Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study

Autor: De Cannière, Hélène, Smeets, Christophe J P, Schoutteten, Melanie, Varon, Carolina, Van Hoof, Chris, Van Huffel, Sabine, Groenendaal, Willemijn, Vandervoort, Pieter

Publikováno v: Journal of Medical Internet Research, Vol 22, Iss 5, p e17326 (2020)

BackgroundCardiac rehabilitation (CR) is known for its beneficial effects on functional capacity and is a key component within current cardiovascular disease management strategies. In addition, a larger increase in functional capacity is accompanied

Externí odkaz: https://doaj.org/article/82e317555b6d4ad78bcaca2f497fde4a

Zobrazit plný text záznamu

Plný text ve formátu HTML

Report

DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network

Autor: Shang, Meng, Dedeyne, Lenore, Dupont, Jolan, Vercauteren, Laura, Amini, Nadjia, Lapauw, Laurence, Gielen, Evelien, Verschueren, Sabine, Varon, Carolina, De Raedt, Walter, Vanrumste, Bart

The Otago Exercise Program (OEP) represents a crucial rehabilitation initiative tailored for older adults, aimed at enhancing balance and strength. Despite previous efforts utilizing wearable sensors for OEP recognition, existing studies have exhibit

Externí odkaz: http://arxiv.org/abs/2402.02910

Zobrazit plný text záznamu

Report

A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU

Autor: Shang, Meng, De Bleecker, Camilla, Vanrenterghem, Jos, De Ridder, Roel, Verschueren, Sabine, Varon, Carolina, De Raedt, Walter, Vanrumste, Bart

Monitoring the number of jumps for volleyball players during training or a match can be crucial to prevent injuries, yet the measurement requires considerable workload and cost using traditional methods such as video analysis. Also, existing methods

Externí odkaz: http://arxiv.org/abs/2310.13097

Zobrazit plný text záznamu

Report

Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

Autor: Shang, Meng, Dedeyne, Lenore, Dupont, Jolan, Vercauteren, Laura, Amini, Nadjia, Lapauw, Laurence, Gielen, Evelien, Verschueren, Sabine, Varon, Carolina, De Raedt, Walter, Vanrumste, Bart

Publikováno v: IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, pp. 462-471, 2024

Otago Exercise Program (OEP) is a rehabilitation program for older adults to improve frailty, sarcopenia, and balance. Accurate monitoring of patient involvement in OEP is challenging, as self-reports (diaries) are often unreliable. With the developm

Externí odkaz: http://arxiv.org/abs/2310.03512

Zobrazit plný text záznamu