EDITORIAL
Published on 22 Jan 2021
Editorial: Machine Learning Approaches to Human Movement Analysis
doi 10.3389/fbioe.2020.638793
- 5,612 views
- 17 citations
- Frontiers in Bioengineering and Biotechnology
- Biomechanics
- Research Topics
- Machine Learning Approaches to Human Movement Analysis
Machine Learning Approaches to Human Movement Analysis
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Articles
ORIGINAL RESEARCH
Published on 27 Nov 2020
A Decision Support System to Facilitate Identification of Musculoskeletal Impairments and Propose Recommendations Using Gait Analysis in Children With Cerebral Palsy
doi 10.3389/fbioe.2020.529415
- 3,857 views
- 16 citations
ORIGINAL RESEARCH
Published on 04 Aug 2020
Classifying Elite From Novice Athletes Using Simulated Wearable Sensor Data
doi 10.3389/fbioe.2020.00814
- 4,232 views
- 15 citations
ORIGINAL RESEARCH
Published on 14 Jul 2020
Hand Resting Tremor Assessment of Healthy and Patients With Parkinson’s Disease: An Exploratory Machine Learning Study
doi 10.3389/fbioe.2020.00778
- 5,923 views
- 23 citations
ORIGINAL RESEARCH
Published on 07 Jul 2020
Supervised Machine Learning Applied to Wearable Sensor Data Can Accurately Classify Functional Fitness Exercises Within a Continuous Workout
doi 10.3389/fbioe.2020.00664
- 11,262 views
- 30 citations
ORIGINAL RESEARCH
Published on 26 Jun 2020
CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
doi 10.3389/fbioe.2020.00604
- 8,475 views
- 89 citations
ORIGINAL RESEARCH
Published on 11 Jun 2020
Recognition of Foot-Ankle Movement Patterns in Long-Distance Runners With Different Experience Levels Using Support Vector Machines
doi 10.3389/fbioe.2020.00576
- 4,802 views
- 13 citations
BRIEF RESEARCH REPORT
Published on 19 May 2020
Analysis of Postural Control Using Principal Component Analysis: The Relevance of Postural Accelerations and of Their Frequency Dependency for Selecting the Number of Movement Components
doi 10.3389/fbioe.2020.00480
- 4,060 views
- 15 citations
ORIGINAL RESEARCH
Published on 14 May 2020
Automatic Pose Recognition for Monitoring Dangerous Situations in Ambient-Assisted Living
doi 10.3389/fbioe.2020.00415
- 5,607 views
- 21 citations
ORIGINAL RESEARCH
Published on 08 May 2020
Lower Limb Kinematics Trajectory Prediction Using Long Short-Term Memory Neural Networks
doi 10.3389/fbioe.2020.00362
- 6,449 views
- 49 citations
ORIGINAL RESEARCH
Published on 30 Apr 2020
A Video-Based Framework for Automatic 3D Localization of Multiple Basketball Players: A Combinatorial Optimization Approach
doi 10.3389/fbioe.2020.00286
- 4,448 views
- 6 citations
ORIGINAL RESEARCH
Published on 29 Apr 2020
Exploring the Application of Pattern Recognition and Machine Learning for Identifying Movement Phenotypes During Deep Squat and Hurdle Step Movements
doi 10.3389/fbioe.2020.00364
- 5,111 views
- 14 citations
