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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

The riddle of low back pain: an exploratory study of Central Sensitization features in primary care

H.L. den Bandt

Low back pain (LBP) is seen a lot in the physiotherapy primary care setting. Patients can suffer from LBP for short or long-time and sometimes it will be recurrent. Listening to the narratives of the patients, they often experience disability in their work, daily activities, hobbies and have different …

2022-04-21GezondheidProefschrift

The 3-Month Effectiveness of a Stratified Blended Physiotherapy Intervention in Patients With Nonspecific Low Back Pain: Cluster Randomized Controlled Trial

Tjarco Koppenaal (Onderzoeker); Martijn F. Pisters (Lector); Corelien JJ Kloek; Remco M. Arensman; Raymond WJG Ostelo; Cindy Veenhof

Background: Patient education, home-based exercise therapy, and advice on returning to normal activities are established physiotherapeutic treatment options for patients with nonspecific low back pain (LBP). However, the effectiveness of physiotherapy interventions on health-related outcomes largely …

2022-02-25GezondheidArtikel

Biobased construction of bridges

Danial Herzhauser (Student); Marianna Ansiliero de Oliveira Coelho (Docent); Giuliana Scuderi (Begeleider)

1.2 Problem statement As previously mentioned, a fully biobased pedestrian bridge was built in 2016 in Eindhoven University of Technology, over the river Dommel. This was a 14m bridge made from hemp and flex-fibre base. The project was developed by multiple parties including CoE BBE. The initiators of …

2022-01-26TechniekBachelor

Illness perceptions; exploring mediators and/or moderators in disabling persistent low back pain

Edwin de Raaij (Onderzoeker); Harriët Wittink (Lector); François Maissan (Onderzoeker); Jos Twisk (Onderzoeker); Raymond Ostelo (Onderzoeker)

Introduction: Illness Perceptions (IPs) may play a role in the management of persistent low back pain. The mediation and/or moderation effect of IPs on primary outcomes in physiotherapy treatment is unknown. Methods: A multiple single-case experimental design, using a matched care physiotherapy intervention, …

2022GezondheidArtikel

Associations of low-back pain and pain-related cognitions with lumbar movement patterns during repetitive seated reaching

Meta H. Wildenbeest (Onderzoeker); Henri Kiers (Onderzoeker); Matthijs Tuijt (Onderzoeker); Jaap H. van Dieën (Onderzoeker)

Background: Development of more effective interventions for nonspecific chronic low back pain (LBP), requires a robust theoretical framework regarding mechanisms underlying the persistence of LBP. Altered movement patterns, possibly driven by pain-related cognitions, are assumed to drive pain persistence, …

2022GezondheidArtikel

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

Jesse Achten (Onderzoeker); Suzan Mooren-van der Meer (Onderzoeker); Martijn Pisters (Onderzoeker); Cindy Veenhof (Lector); Tjarco Koppenaal (Onderzoeker); Corelien Kloek (Onderzoeker)

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 …

2022GezondheidArtikel

Patient Perspectives on Using a Smartphone App to Support Home-Based Exercise During Physical Therapy Treatment: Qualitative Study

Remco M. Arensman (Lector); Corelien Kloek (Onderzoeker); Martijn Pisters (Onderzoeker); Tjarco Koppenaal (Onderzoeker); Raymond Ostelo (Onderzoeker); Cindy Veenhof (Lector)

Background: Home-based exercise is an important part of physical therapy treatment for patients with low back pain. However, treatment effectiveness depends heavily on patient adherence to home-based exercise recommendations. Smartphone apps designed to support home-based exercise have the potential …

2022GezondheidArtikel

The 3-Month Effectiveness of a Stratified Blended Physiotherapy Intervention in Patients With Nonspecific Low Back Pain: Cluster Randomized Controlled Trial

Tjarco Koppenaal (Onderzoeker); Martijn Pisters (Lector); Corelien Kloek (Onderzoeker); Remco M. Arensman (Onderzoeker); Raymond Ostelo (Onderzoeker); Cindy Veenhof (Lector)

2022GezondheidArtikel

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

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