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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

Hoogeboom, T.J. (Thomas) (Phd); Lankveld, W. (Wim) van (Phd); Knoop, J (Jesper) (Phd); Hoppenbrouwers, S. (Stijn) (Phd); Heymans, M.W. (M.) (Phd); Overmeeren, E. (Elon) van (Extern); Veenhof, C. (Cindy) (Lector); Sappelli, M. (Maja) (Onderzoeker); Wees, P.J. (Philip) van der (Professor); Soer, (Remko) (Associate Lector); Beijer, ( Lilian) (Extern); Geerdink, (Frank) (Onderzoeker); Vissers, (Kris) (Extern); Staal, (Bart) (Extern); Mittendorff, ( Kariene ) (Associate Lector); Holkenborg, (Kris)

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 …

2022-09-01AlgemeenArtikel

Evaluation of Allied Healthcare in Patients Recovering from Covid-19: Study Protocol and Baseline Data of a National Prospective Cohort Study.

Sonja van Oers; R.A. de Bie; K. Verburg; C. Agasi-Idenburg; E.H.C. Cup; C. Dekker; J.M. van Dongen; E. Geleijn; M.H.G. Gerards; M. Graff; R. Van Heerde; H. Kalf; M. Kammerer; A. De Kruif; H.M. Kruizenga; M van der Leeden; T.A.F. Lenssen; W.M. Meijer; R. Ostelo; A. Ronteltap; M. Van der Schaaf; Marian de van der Schueren; A.I. Slotegraaf; C. Veenhof; T.J. Hoogeboom; P. Van der Wees

OBJECTIVE: To report the study protocol and baseline characteristics of a prospective cohort study to evaluate longitudinal recovery trajectories of patients recovering from COVID-19 who have visited a primary care allied health professional. DESIGN: Prospective cohort study with a mixed-methods approach. …

2022AlgemeenArtikel

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

2022AlgemeenArtikel

Self-management behaviour after a physiotherapist guided blended self-management intervention in patients with chronic low back pain: A qualitative study.

J.P.J. Achten; Suzan Mooren - van der Meer; M.F. Pisters; C. Veenhof; T. Koppenaal; C.J.J. Kloek

BACKGROUND: Self-management support is considered an important component in the physiotherapeutic treatment of people with chronic low back pain. The stratified blended physiotherapy intervention e-Exercise Low Back Pain is an example of a self-management intervention. More insight may contribute to …

2022AlgemeenArtikel

Stratified care integrated with eHealth versus usual primary care physiotherapy in patients with neck and/or shoulder complaints: protocol for a cluster randomized controlled trial.

M.L. van TIlburg; C.J.J. Kloek; M.F. Pisters; Bart Staal; J.M. van Dongen; M. de Weerd; R.W.J.G. Ostelo; N.E. Foster; C. Veenhof

BACKGROUND: Neck and shoulder complaints are common in primary care physiotherapy. These patients experience pain and disability, resulting in high societal costs due to, for example, healthcare use and work absence. Content and intensity of physiotherapy care can be matched to a patient's risk of persistent …

2021AlgemeenArtikel

Feasibility of a stratified blended physiotherapy intervention for patients with non-specific low back pain: a mixed methods study.

M.L. van TIlburg; C.J.J. Kloek; Bart Staal; D. Bossen; C. Veenhof

INTRODUCTION: Integrating web-based or mobile components and face-to-face components within a treatment process is called blended care. As part of the participatory development of a blended physiotherapeutic intervention for patients with low back pain (e-Exercise LBP), a proof of concept study was carried …

2020AlgemeenArtikel

Development and proof of concept of a blended physiotherapeutic intervention for patients with non-specific low back pain

Kloek, C.J.J.; van Tilburg, M.L.; Staal, Bart; Veenhof, C.; Bossen, D. (Lectoraat Oefentherapie)

OBJECTIVE: To develop a blended physiotherapeutic intervention for patients with non-specific low back pain (e-Exercise LBP) and evaluate its proof of concept. DESIGN: Focus groups with patients, physiotherapists, and eHealth and LBP experts were conducted to investigate values according to the development …

2019-12AlgemeenArtikel

Development and proof of concept of a blended physiotherapeutic intervention for patients with non-specific low back pain.

C.J.J. Kloek; M.L. van TIlburg; Bart Staal; C. Veenhof; D. Bossen

2019AlgemeenArtikel

Ontwikkeling van criteria voor indicatiestelling fysiotherapie binnen verpleeghuizen

H. Hobbelen; C. Leemrijse; Dorine van Ravensberg; R.T. Koopmans; Bert de Swart; C. van Haastert; C. Veenhof

Er bestaat een grote variatie in het percentage bewoners per verpleeghuis dat wel of geen fysiotherapeutische zorg ontvangt. Hierdoor is het onduidelijk of de juiste groep wel fysiotherapie ontvangt. Er is dan ook behoefte aan meer transparantie en standaardisatie van de indicatiestelling fysiotherapie …

2011AlgemeenArtikel

Cardiovasculaire revalidatie en de vergrijzing: dienen we onze doelstellingen aan te passen?

S. Amandels; V. Pennemans; Prof. Dr. L.E.M.J. Vanhees (Lector); D. Schepers

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2008AlgemeenBoekdeel

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