Daily Locomotion Recognition and Prediction: A Kinematic Data-Based Machine Learning Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2971552
Abstract: More versatile, user-independent tools for recognizing and predicting locomotion modes (LMs) and LM transitions (LMTs) in natural gaits are still needed. This study tackles these challenges by proposing an automatic, user-independent recognition and prediction tool… read more here.
Keywords: recognition prediction; machine learning; prediction; recognition ... See more keywords
A Kinematic Data-Driven Approach to Differentiate Involuntary Choreic Movements in Individuals with Neurological Conditions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2022.3177396
Abstract: Objective: The ability to differentiate similar choreic involuntary movements could lay the groundwork for the development of a minimally-invasive screening tool for their etiology and provide in-depth understandings of pathophysiology. As a first step, we… read more here.
Keywords: kinematic data; driven approach; choreic movements; data driven ... See more keywords
Methods for Local Recovery of Tectonic Stresses Based on Kinematic Data: Physical Inconsistency and False Objectives. Part I
Sign Up to like & getrecommendations! Published in 2018 at "Izvestiya, Physics of the Solid Earth"
DOI: 10.1134/s1069351318060095
Abstract: This work criticizes the entrenched views according to which the orientation of the principal tectonic stress axes can be determined from local (in time and space) observations of the kinematic indicators which jointly allow estimating… read more here.
Keywords: kinematic data; paper; physics; stress ... See more keywords
10 Comparing three analysis methods for kinematic data evaluation
Sign Up to like & getrecommendations! Published in 2018 at "British Journal of Sports Medicine"
DOI: 10.1136/bjsports-2018-isssmc2018.10
Abstract: The purpose of this study was to compare three different methods of data analysis: conventional, Statistical Non-Parametric Mapping (SnPM) and Functional Data Analysis (FDA) for a series of kinematic data acquired from soccer players from… read more here.
Keywords: swing phase; analysis; kinematic data; late swing ... See more keywords
Ergonomic Risk Assessment of Oral and Maxillofacial Surgeons - RULA Applied to Objective Kinematic Data.
Sign Up to like & getrecommendations! Published in 2022 at "Human factors"
DOI: 10.1177/00187208211053073
Abstract: BACKGROUND The prevalence of musculoskeletal disorders is high in oral and maxillofacial surgeons (OS) due to their static and contorted working positions. Hence, the aim of this study was to conduct posture analyses in this… read more here.
Keywords: kinematic data; maxillofacial surgeons; rula; rula score ... See more keywords
An analysis of 3D knee kinematic data complexity in knee osteoarthritis and asymptomatic controls
Sign Up to like & getrecommendations! Published in 2018 at "PLoS ONE"
DOI: 10.1371/journal.pone.0202348
Abstract: Three-dimensional (3D) knee kinematic data, measuring flexion/extension, abduction/adduction, and internal/external rotation angle variations during locomotion, provide essential information to diagnose, classify, and treat musculoskeletal knee pathologies. However, and so across genders, the curse of dimensionality,… read more here.
Keywords: kinematic data; knee kinematic; data complexity; complexity ... See more keywords
Identification of Directed Interactions in Kinematic Data during Running
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2017.00067
Abstract: The knowledge of motion dynamics during running activity is crucial to enhance the development of rehabilitation techniques and injury prevention programs. Recent studies investigated the interaction between joints, using several analysis techniques, as cross-correlation, sensitivity… read more here.
Keywords: kinematic data; directed interactions; analysis; data running ... See more keywords