Machine Learning Based Linking of Patient Reported Outcome Measures to WHO International Classification of Functioning, Disability, and Health Activity/Participation Categories

Machine Learning Based Linking of Patient Reported Outcome Measures to WHO International Classification of Functioning, Disability, and Health Activity/Participation Categories

Background: In the primary and secondary medical health sector, patient reported outcome measures (PROMs) are widely used to assess a patient’s disease-related functional health state. However, the World Health Organization (WHO), in its recently adopted resolution on “strengthening rehabilitation i...

Full description

Bibliographic Details
Main Authors:	Richard Habenicht, Elisabeth Fehrmann, Peter Blohm, Gerold Ebenbichler, Linda Fischer-Grote, Josef Kollmitzer, Patrick Mair, Thomas Kienbacher
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Series:	Journal of Clinical Medicine
Subjects:	low back pain international classification of functioning patient reported outcome measures random forest machine learning
Online Access:	https://www.mdpi.com/2077-0383/12/17/5609

Similar Items

The Back Muscle Surface Electromyography-Based Fatigue Index: A Digital Biomarker of Human Neuromuscular Aging?
by: Gerold Ebenbichler, et al.
Published: (2023-02-01)

Perceived psychosocial stressors and coping resources in chronic low back pain patients as classified by the avoidance-endurance model
by: Elisabeth Fehrmann, et al.
Published: (2022-10-01)

Estimating Neural Control from Concentric vs. Eccentric Surface Electromyographic Representations during Fatiguing, Cyclic Submaximal Back Extension Exercises
by: Gerold R. Ebenbichler, et al.
Published: (2017-05-01)

Age-specific differences in the time-frequency representation of surface electromyographic data recorded during a submaximal cyclic back extension exercise: a promising biomarker to detect early signs of sarcopenia
by: R. Habenicht, et al.
Published: (2020-01-01)

Measuring biopsychosocial risk for back pain disability in chiropractic patients using the STarT back screening tool: a cross-sectional survey
by: Yasmeen Khan, et al.
Published: (2019-01-01)

Effectiveness of Online and Remote Interventions for Mental Health in Children, Adolescents, and Young Adults After the Onset of the COVID-19 Pandemic: Systematic Review and Meta-Analysis
by: Linda Fischer-Grote, et al.
Published: (2024-02-01)

Catastrophising, pain, and disability in patients with nonspecific low back pain
by: Michael Opeoluwa Ogunlana, MSc, et al.
Published: (2015-12-01)

A multi-center, randomized controlled clinical trial, cost-effectiveness and qualitative research of electroacupuncture with usual care for patients with non-acute pain after back surgery: study protocol for a randomized controlled trial
by: Byung-Cheul Shin, et al.
Published: (2018-01-01)

Multimorbidity and co-occurring musculoskeletal pain do not modify the effect of the selfBACK app on low back pain-related disability
by: Cecilie K. Øverås, et al.
Published: (2022-02-01)

Effects of yoga, strength training and advice on back pain: a randomized controlled trial
by: Elisabeth Björk Brämberg, et al.
Published: (2017-03-01)

Wrist, but Not Back, Isometric Contraction Induced Widespread Hypoalgesia in Healthy Participants
by: Catherine Mailloux, et al.
Published: (2021-08-01)

Correlation between pain, disability and Michigan State University [MSU] grade-2 disc herniation in Magnetic Resonance Imaging among discogenic low back pain
by: Qurain T Alshammari
Published: (2020-01-01)

Predictors of disability in patients with chronic low back pain
by: Elena Sirbu, et al.
Published: (2020-07-01)

Efficacy of Prone Lumbar Traction on Chronic Discogenic Low Back Pain and Disability
by: Mahmoud Beyki, et al.
Published: (2007-09-01)

Insight into the Causal Relationship between Gut Microbiota and Back Pain: A Two Sample Bidirectional Mendelian Randomization Study
by: Jingni Hui, et al.
Published: (2023-12-01)

Vibration therapy to improve pain and function in patients with chronic low back pain: a systematic review and meta-analysis
by: Qiang Li, et al.
Published: (2023-09-01)

Determining the impact of a new physiotherapist-led primary care model for back pain: protocol for a pilot cluster randomized controlled trial
by: Jordan Miller, et al.
Published: (2017-11-01)

A Pulsed Electromagnetic Field Therapy Device for Non-Specific Low Back Pain: A Pilot Randomized Controlled Trial
by: Anthony J. Lisi, et al.
Published: (2019-03-01)

Association between Physical Activity and Disability in patients with low back pain
by: Cristian Douglas Dantas de Sousa, et al.
Published: (2017-06-01)

DC Link Current Estimation in Wind-Double Feed Induction Generator Power Conditioning System
by: MARIAN GAICEANU, et al.
Published: (2010-12-01)

Pain-Related Disability Measurement: The Cultural Adaptation And Validation of Pain Disability Index (PDI)” and “Pain Disability Questionnaire (PDQ)” Among Lranian Low BackPain Patients
by: Shohreh Noorizadeh-Dehkordi, et al.
Published: (2011-05-01)

One size does not fit all: Participants’ experiences of the selfBACK app to support self-management of low back pain—a qualitative interview study
by: Malene J. Svendsen, et al.
Published: (2022-10-01)

Identification of Load Categories in Rotor System Based on Vibration Analysis
by: Kun Zhang, et al.
Published: (2017-07-01)

Patient education booklet to support evidence-based low back pain care in primary care – a cluster randomized controlled trial
by: Anna S. Simula, et al.
Published: (2021-09-01)

The effect of water exercise on pain intensity and disability in pregnant women with low back pain: A clinical trial
by: Masoumeh Rezaei Niaraki, et al.
Published: (2021-07-01)

The Effect of Stabilization Exercise with and without Aquatic Exercise on Pain and Disability of Female Patients with Chronic Low Back Pain
by: Shiva Shadkampour, et al.
Published: (2016-07-01)

Evaluation of Acute and Chronic Back Pain After Spinal Anesthesia in Midline and Paramedian Approach: Incidence and Functional Disability
by: Mohammad Reza Khajavi, et al.
Published: (2018-09-01)

The relationship between physical activity and the prevalence of disabilities caused by back pain in men over 60 years of age
by: Katarzyna Moczek, et al.
Published: (2019-03-01)

Face-to-face information combined with a booklet versus a booklet alone for treatment of mild low-back pain: a randomized controlled trial
by: Jarmo Rantonen, et al.
Published: (2014-03-01)

The validity of spinal mobility for prediction of functional disability in male patients with low back pain
by: Azza M. Atya
Published: (2013-01-01)

The correlation between low back pain and disability index with lumbar lordosis among dentists
by: Fatemeh Fasih-Ramandi, et al.
Published: (2019-06-01)

Effect of core stabilization exercises on functional disability in patients with chronic low back pain
by: Amila Kapetanovic, et al.
Published: (2016-04-01)

Association between kinesiologic dysfunctions, lumbar disability and lumbopelvic pain in pregnancy
by: Letícia Fujimaki de Paula, et al.

Change in Pain-Related Anxiety Mediates the Effects of Psychophysiologic Symptom Relief Therapy (PSRT) on Pain Disability for Chronic Back Pain: Secondary Results from a Randomized Controlled Trial
by: Pester BD, et al.
Published: (2023-11-01)

The effects of telehealth-delivered mindfulness meditation, cognitive therapy, and behavioral activation for chronic low back pain: a randomized clinical trial
by: Melissa A. Day, et al.
Published: (2024-04-01)

Adding a back care package to the primary healthcare; a community-based cluster-randomized trial
by: Ali Ahmadzadeh Amiri, et al.
Published: (2023-01-01)

Causal association of sleep disturbances and low back pain: A bidirectional two-sample Mendelian randomization study
by: Ge Luo, et al.
Published: (2022-12-01)

Efficacy of a digital cognitive behavioral therapy for insomnia in people with low back pain: a feasibility randomized co-twin and singleton-controlled trial
by: Kevin K. N. Ho, et al.
Published: (2022-06-01)

Effect of thermal therapy and exercises on acute low back pain: a protocol for a randomized controlled trial
by: Claudia Côté-Picard, et al.
Published: (2020-12-01)

Comparison of Effectiveness of Different Methods of Changing Position on Back Pain Intensity and Comfort Level of Patients after Coronary Angiography: A Randomized Clinical Trial
by: MR Yeganehhkah, et al.
Published: (2012-04-01)