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Development and internal validation of a machine learning prediction model for low back pain non-recovery in patients with an acute episode consulting a physiotherapist in primary care

J. Knoop; Wim van Lankveld; Lilian Beijer; F.J.B Geerdink; M.W. Heymans; T.J. Hoogeboom; Stijn Hoppenbrouwers; E. van Overmeeren; R Soer; C. Veenhof; K.C.P Vissers; P. J. van der Wees; Maya Sappelli; Bart Staal

Background While low back pain occurs in nearly everybody and is the leading cause of disability worldwide, we lack instruments to accurately predict persistence of acute low back pain. We aimed to develop and internally validate a machine learning model predicting non-recovery in acute low back pain …

2022AlgemeenArtikel

Design your life: user-initiated design of technology to empower autistic young adults

Thijs Waardenburg; J.C. van Huizen; J. Van Dijk; Koen Dortmans; Maurice Magnée; W. Staal; Jan Pieter Teunisse; M.C. van der Voort

2022AlgemeenArtikel

Evidence and consensus-based recommendations for non-pharmacological treatment of fatigue, hand function loss, Raynaud’s phenomenon and digital ulcers in patients with systemic sclerosis

Juliane Stöcker; A.A. Schouffoer; J Spierings; M.R. Schriemer; J. Potjewijd; L. de Pundert; F.H.J. van den Hoogen; M.W.G. Nijhuis- van der Sanden; Bart Staal; Ton Satink; M.C. Vonk; C.H.M. van den Ende

2022AlgemeenArtikel

Using beat frequency in music to adjust running cadence in recreational runners: A randomized multiple baseline design.

M.T. Brake; B. Van Hooren; Bart Staal; Niki Stolwijk

HighlightsRunning with a musical rhythm that is higher than the preferred cadence leads to an increased running cadence, without increasing heartrate and running speed.This cadence remains elevated for at least three to five weeks after the music intervention period.All individuals showed a practically …

2022AlgemeenArtikel

Predicting readiness for return to sport and performance after anterior cruciate ligament reconstruction rehabilitation.

Inge van Haren; R.E.H. van Cingel; A.L.M. Verbeek; N. van Melick; J.H. Stubbe; H. Bloo; J.H.M.M. Groenewoud; P.J. van der Wees; Bart Staal

BACKGROUND: Determining readiness to return to sport after anterior cruciate ligament (ACL) reconstruction is challenging. OBJECTIVES: To develop models to predict initial (directly after rehabilitation) and sustainable (one year after rehabilitation) return to sport and performance in individuals after …

2022AlgemeenArtikel

Implementing a Personalized Physical Therapy Approach (Coach2Move) Is Effective in Increasing Physical Activity and Improving Functional Mobility in Older Adults: A Cluster-Randomized, Stepped Wedge Trial.

W. Heij; L. Sweerts; Bart Staal; S. Teerenstra; E. Adang; P.J. van der Wees; M.W.G. Nijhuis -van der Sanden; T.J. Hoogeboom

OBJECTIVE: The purpose of this study was to assess whether the superior cost-effectiveness of a personalized physical therapy approach (Coach2Move)-which was demonstrated in a previous trial when compared to usual care physical therapy (UCP)-can be replicated in daily clinical practice. METHODS: A multicenter …

2022AlgemeenArtikel

Immediate patient perceptions following lumbar spinal fusion surgery: semi-structured multi-centre interviews exploring the patient journey and experiences of lumbar fusion surgery (FuJourn).

A. Rushton; B. Elena; F. Jadhakhan; A. Masson; Bart Staal; M.L. Verra; A. Emms; M. Reddington; A. Cole; P.C. Willems; L. Benneker; N.R. Heneghan; A. Soundy

PURPOSE: To understand the patient journey to Lumbar Spinal Fusion Surgery (LSFS) and patients' experiences of surgery. METHODS: Qualitative study using interpretive phenomenological analysis. Adult participants following LSFS were recruited from 4 UK clinical sites using purposive sampling to ensure …

2022AlgemeenArtikel

Experiences and needs of physiotherapists and exercise therapists regarding the management of working people with complaints of the arm, neck and shoulder (CANS): A focus group study.

J.J. Brunnekreef; A. Feleus; H.S. Miedema; Bart Staal; Nathan Hutting

BACKGROUND: Non-traumatic complaints of the arm, neck and/or shoulder (CANS) are difficult-to-treat musculoskeletal conditions. CANS treatment has varying degrees of success, particularly in the working population. OBJECTIVES: To evaluate the experiences and needs of physiotherapists (PTs) and exercise …

2022AlgemeenArtikel

Guideline adherence of physiotherapists in the treatment of patients with low back pain: A qualitative study.

G.P.G. Lemmers; J.D. Bier; G.P. Westert; Bart Staal; P.J. van der Wees; Wim van Lankveld

RATIONALE: Adherence rates to guidelines show room for improvement, and increase in adherence to guidelines may potentially lead to better outcomes and reduced costs of treatment. To improve adherence, it is essential to understand the considerations of physiotherapists regarding the assessment and management …

2022AlgemeenArtikel

Prognostic factors for outcome following lumbar spine fusion surgery: a systematic review and narrative synthesis.

R.J. Achttien; A. Powell; K. Zoulas; Bart Staal; A. Rushton

PURPOSE: The objective of this study was to identify and evaluate the value of prognostic factors related to disability, pain and quality of life (QoL) for adult patients undergoing lumbar spine fusion surgery (LSFS). METHODS: Two reviewers independently searched the literature, assessed eligibility, …

2022AlgemeenArtikel

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