Espen F. Ihlen
Trondheim, 7034, Norway
Last Updated: 09/26/2026
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Found 19 publications
From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition.
Journal: Sensors (Basel, Switzerland)
Published: January 17, 2024
Development and Validation of a Deep Learning Method to Predict Cerebral Palsy From Spontaneous Movements in Infants at High Risk.
Journal: JAMA network open
Published: July 11, 2022
Performance Analysis in Ski Jumping with a Differential Global Navigation Satellite System and Video-Based Pose Estimation.
Journal: Sensors (Basel, Switzerland)
Published: July 07, 2021
Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification.
Journal: Sensors (Basel, Switzerland)
Published: May 29, 2021
Predicting Advanced Balance Ability and Mobility with an Instrumented Timed Up and Go Test.
Journal: Sensors (Basel, Switzerland)
Published: July 08, 2020
Machine Learning of Infant Spontaneous Movements for the Early Prediction of Cerebral Palsy: A Multi-Site Cohort Study.
Journal: Journal of clinical medicine
Published: October 22, 2019
The Predictive Accuracy of the General Movement Assessment for Cerebral Palsy: A Prospective, Observational Study of High-Risk Infants in a Clinical Follow-Up Setting.
Journal: Journal of clinical medicine
Published: August 29, 2019
Characteristics of general movements in preterm infants assessed by computer-based video analysis.
Journal: Physiotherapy theory and practice
Published: October 25, 2017
Improved Prediction of Falls in Community-Dwelling Older Adults Through Phase-Dependent Entropy of Daily-Life Walking.
Journal: Frontiers in aging neuroscience
Published: June 22, 2017
Fall detection algorithms for real-world falls harvested from lumbar sensors in the elderly population: a machine learning approach.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 09, 2017
Video analysis validation of a real-time physical activity detection algorithm based on a single waist mounted tri-axial accelerometer sensor.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 09, 2017
Fractional Stability of Trunk Acceleration Dynamics of Daily-Life Walking: Toward a Unified Concept of Gait Stability.
Journal: Frontiers in physiology
Published: December 22, 2016
Last Updated: 09/26/2026