Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention

C Wang, TS Kumar, W De Raedt… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Unhealthy dietary habits are considered as the primary cause of various chronic diseases,
including obesity and diabetes. The automatic food intake monitoring system has the …

Freezing of gait assessment with inertial measurement units and deep learning: effect of tasks, medication states, and stops

PK Yang, B Filtjens, P Ginis, M Goris… - Journal of …, 2024 - Springer
Background Freezing of gait (FOG) is an episodic and highly disabling symptom of
Parkinson's Disease (PD). Traditionally, FOG assessment relies on time-consuming visual …

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

M Shang, C De Bleecker, J Vanrenterghem… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments

C Wang, TS Kumar, W De Raedt… - IEEE journal of …, 2024 - ieeexplore.ieee.org
Eating speed is an important indicator that has been widely investigated in nutritional
studies. The relationship between eating speed and several intake-related problems such …

Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling

C Wang, J Kong, Y Cai, TS Kumar… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Food intake monitoring plays an important role in personal dietary systems. Numerous
approaches have been proposed to automatically detect eating gestures using various …

Automatic Detection and Assessment of Freezing of Gait Manifestations

PK Yang, B Filtjens, P Ginis, M Goris, A Nieuwboer… - medRxiv, 2023 - medrxiv.org
Freezing of gait (FOG) is an episodic and highly disabling symptom of Parkinson's disease
(PD). Although described as a single phenomenon, FOG is not univocal and can express as …

Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments

C Wang, TS Kumar, W De Raedt, G Camps… - arXiv preprint arXiv …, 2023 - arxiv.org
Eating speed is an important indicator that has been widely scrutinized in nutritional studies.
The relationship between eating speed and several intake-related problems such as …

Eating activity monitoring in home environments using smartphone-based video recordings

C Wang, TS Kumar, G Markvoort, J Caby… - … on Digital Image …, 2022 - ieeexplore.ieee.org
Food intake monitoring plays an important role in personal dietary systems. Existing video
based eating activity monitoring systems typically use recordings taken with an identical …

Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning

C Wang, TS Kumar, W De Raedt… - 2023 IEEE Radar …, 2023 - ieeexplore.ieee.org
Automated food intake monitoring has drawn significant attention due to its potential
applications in the healthcare domain. Plenty of research, including wrist-worn imu-based …

[PDF][PDF] Beslenmede İnovasyon: Yapay Zekâ Destekli Kişiselleştirilmiş Beslenme: Tanı ve Tedavideki Gelişmeler.

M ÖZKAYA, MV YILMAZ, E ASİL - Turkiye Klinikleri Journal of …, 2023 - researchgate.net
Sağlığın korunmasında ve sürdürülmesinde beslenmenin önemi her geçen gün daha iyi
anlaşılmaktadır. Bireylere, kişiye özel yani kişiselleştirilmiş beslenme önerilerinin yapılması …