Cargando…

Machine Learning Identifies Chronic Low Back Pain Patients from an Instrumented Trunk Bending and Return Test

Nowadays, the better assessment of low back pain (LBP) is an important challenge, as it is the leading musculoskeletal condition worldwide in terms of years of disability. The objective of this study was to evaluate the relevance of various machine learning (ML) algorithms and Sample Entropy (SampEn...

Descripción completa

Detalles Bibliográficos
Autores principales:	Thiry, Paul, Houry, Martin, Philippe, Laurent, Nocent, Olivier, Buisseret, Fabien, Dierick, Frédéric, Slama, Rim, Bertucci, William, Thévenon, André, Simoneau-Buessinger, Emilie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269703/ https://www.ncbi.nlm.nih.gov/pubmed/35808522 http://dx.doi.org/10.3390/s22135027

Ejemplares similares

Sample Entropy as a Tool to Assess Lumbo-Pelvic Movements in a Clinical Test for Low-Back-Pain Patients
por: Thiry, Paul, et al.
Publicado: (2022)

Head Pitch Angular Velocity Discriminates (Sub-)Acute Neck Pain Patients and Controls Assessed with the DidRen Laser Test
por: Hage, Renaud, et al.
Publicado: (2022)

Low-Cost Sensors and Biological Signals
por: Dierick, Frédéric, et al.
Publicado: (2021)

Wearable Sensors Applied in Movement Analysis
por: Buisseret, Fabien, et al.
Publicado: (2022)

Perceived Usefulness of Telerehabilitation of Musculoskeletal Disorders: A Belgium–France Pilot Study during Second Wave of COVID-19 Pandemic
por: Dierick, Frédéric, et al.
Publicado: (2021)

Fractal analyses reveal independent complexity and predictability of gait
por: Dierick, Frédéric, et al.
Publicado: (2017)

Digital natives and dual task: Handling it but not immune against cognitive-locomotor interferences
por: Dierick, Frédéric, et al.
Publicado: (2020)

High Specificity of Single Inertial Sensor-Supplemented Timed Up and Go Test for Assessing Fall Risk in Elderly Nursing Home Residents
por: Dierick, Frédéric, et al.
Publicado: (2022)

DYSKIMOT: An Ultra-Low-Cost Inertial Sensor to Assess Head’s Rotational Kinematics in Adults during the Didren-Laser Test
por: Hage, Renaud, et al.
Publicado: (2020)

Head-neck rotational movements using DidRen laser test indicate children and seniors’ lower performance
por: Hage, Renaud, et al.
Publicado: (2019)

Timed Up and Go and Six-Minute Walking Tests with Wearable Inertial Sensor: One Step Further for the Prediction of the Risk of Fall in Elderly Nursing Home People
por: Buisseret, Fabien, et al.
Publicado: (2020)

Short-term increase in discs’ apparent diffusion is associated with pain and mobility improvements after spinal mobilization for low back pain
por: Thiry, Paul, et al.
Publicado: (2018)

Does the Degree of Trunk Bending Predict Patient Disability, Motor Impairment, Falls, and Back Pain in Parkinson's Disease?
por: Geroin, Christian, et al.
Publicado: (2020)

Adiabatic Invariant of Center-of-Mass Motion during Walking as a Dynamical Stability Constraint on Stride Interval Variability and Predictability
por: Buisseret, Fabien, et al.
Publicado: (2022)

Bilateral Strength Deficit Is Not Neural in Origin; Rather Due to Dynamometer Mechanical Configuration
por: Simoneau-Buessinger, Emilie, et al.
Publicado: (2015)

Influence of Hamstring Tightness in Pelvic, Lumbar and Trunk Range of Motion in Low Back Pain and Asymptomatic Volunteers during Forward Bending
por: Jandre Reis, Felipe Jose, et al.
Publicado: (2015)

Induction of Neural Plasticity Using a Low-Cost Open Source Brain-Computer Interface and a 3D-Printed Wrist Exoskeleton
por: Jochumsen, Mads, et al.
Publicado: (2021)

Quasi-experimental pilot study to improve mobility and balance in recurrently falling nursing home residents by voluntary non-targeted side-stepping exercise intervention
por: Dierick, Frédéric, et al.
Publicado: (2022)

Three-dimensional motion analysis of lumbopelvic rhythm during lateral trunk bending
por: Tojima, Michio, et al.
Publicado: (2016)

Effect of the trunk forward bending angle in sitting position on slow vital capacity
por: Lee, Juncheol, et al.
Publicado: (2017)

Trunk's Natural Inclination Influences Stance Limb Kinetics, but Not Body Kinematics, during Gait Initiation in Able Men
por: Leteneur, Sébastien, et al.
Publicado: (2013)

Fine adaptive precision grip control without maximum pinch strength changes after upper limb neurodynamic mobilization
por: Dierick, Frédéric, et al.
Publicado: (2021)

Comparison of the movement behaviour of experienced and novice performers during the Cat exercise
por: Hallemans, Ann, et al.
Publicado: (2022)

Spinal cord injury in children caused by back-bend in dance
por: Tian, Yuan, et al.
Publicado: (2023)

Effects of underestimating the kinematics of trunk rotation on simultaneous reaching movements: predictions of a biomechanical model
por: Simoneau, Martin, et al.
Publicado: (2013)

Ebola returns: back to square one
por: The Lancet Infectious Diseases
Publicado: (2022)

The effects of bending speed on the lumbo-pelvic kinematics and movement pattern during forward bending in people with and without low back pain
por: Tsang, Sharon M. H., et al.
Publicado: (2017)

Fear of Movement Is Related to Trunk Stiffness in Low Back Pain
por: Karayannis, Nicholas V., et al.
Publicado: (2013)

Comparison of effects of joint flexibility on the lumbo-pelvic rhythm in healthy university students while bending the trunk forward
por: Takahashi, Yuko, et al.
Publicado: (2020)

Evaluation of Torsional Resistance and Bending Stiffness of Coronal Flaring Nickel-Titanium Instruments
por: WEISSHEIMER, Theodoro, et al.
Publicado: (2021)

ICFA: Instrumentation Bulletin is back
Publicado: (1996)

Therapeutic effects of reaching with forward bending of trunk on postural stability, dynamic balance, and gait in individuals with chronic hemiparetic stroke
por: Jeon, Seo-Hyun, et al.
Publicado: (2015)

Low back pain development response to sustained trunk axial twisting
por: Shan, Xinhai, et al.
Publicado: (2013)

Trunk Alignment in Physically Active Young Males with Low Back Pain
por: Plandowska, Magdalena, et al.
Publicado: (2022)

Nociceptive withdrawal reflexes of the trunk muscles in chronic low back pain
por: Massé-Alarie, Hugo, et al.
Publicado: (2023)

Study on bending behaviour of nickel–titanium rotary endodontic instruments by analytical and numerical analyses
por: Tsao, C C, et al.
Publicado: (2013)

Prediction of practical performance in preclinical laboratory courses – the return of wire bending for admission of dental students in Hamburg
por: Kothe, Christian, et al.
Publicado: (2014)

Adult scoliosis and non-specific low back pain: analysis of trunk kinematics
por: Bissolotti, L, et al.
Publicado: (2013)

Effect of thoracic movement-mediated training on back pain and trunk range of motion in a patient with lower back pain
por: Yoo, Won-gyu
Publicado: (2015)

Study of back trunk asymmetry in children from three ethnic groups and correlation with their handedness
por: Grivas, TB, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_crk49h7ndenj6n9pfun8aimupo