Hans Hallez - Publications

Robust Multimodal Learning Framework for Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors.

Journal: IEEE journal of biomedical and health informatics

Published: February 23, 2026

Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Review of Uncertainty Representation and Quantification in Neural Networks.

Journal: IEEE transactions on pattern analysis and machine intelligence

Published: October 28, 2025

Reliability of capturing plantar foot geometry using a handheld 3D scanner for dose-response modeling of custom-made foot orthoses.

Journal: Prosthetics and orthotics international

Published: October 15, 2024

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: August 21, 2024

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

Journal: IEEE journal of biomedical and health informatics

Published: July 03, 2024

A Novel Video-Based Methodology for Automated Classification of Dystonia and Choreoathetosis in Dyskinetic Cerebral Palsy During a Lower Extremity Task.

Journal: Neurorehabilitation and neural repair

Published: June 06, 2024

Unobtrusive Nighttime Movement Monitoring to Support Nursing Home Continence Care: Algorithm Development and Validation Study.

Journal: JMIR nursing

Published: March 06, 2024

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

Journal: IEEE journal of biomedical and health informatics

Published: December 05, 2023

Markerless motion analysis to assess reaching-sideways in individuals with dyskinetic cerebral palsy: A validity study.

Journal: Journal of biomechanics

Published: October 09, 2023

Effectiveness of wheeled mobility skill interventions in children and young people with cerebral palsy: A systematic review.

Journal: Developmental medicine and child neurology

Published: October 04, 2022

Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022