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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

Music and low-frequency vibrations for the treatment of chronic musculoskeletal pain in elderly: A pilot study

Eshuis, T.A.H. (Thom) (Researcher); Stuijt, P.J.C. (Peter) (Researcher); Timmerman, H. (Hans) (Researcher); Nielsen, P.M. (Peter Michael ) (Phd); Wolff, A.P. (André Paul ) (Professor); Soer, R. (Remko) (Associatelector)

BackgroundTranscutaneous vagal nerve stimulation has analgesic potential and might be elicited by abdominally administered low-frequency vibrations. The objective was to study the safety and effect of a combination of music and abdominally administered low-frequency vibrations on pain intensity in elderly …

2021-11-01AlgemeenArtikel

Functional and morphological lumbar multifidus characteristics in subgroups with low back pain in primary care

Hofste, A. (Anke) (Phd); Soer, R. (Remko) (Associatelector); Groen, G.J. (Gerbrand); Palen, J. (Job) van der; Geerdink, F.J.B. (Frank) (Researcher); Oosterveld, F.G.J. (Frits) (Lector); Kiers, H. (Henri); Wolff, A.P. (André); Hermens, H. (Hermie)

CC-BY 4.0 Background: Since the contribution of the lumbar multifidus(LM) is not well understood in relation to nonspecific low back pain(LBP), this may limit physiotherapists in choosing the most appropriate treatment strategy.Objectives: This study aims to compare clinical characteristics, in terms …

2021-07-01AlgemeenArtikel

Advances in pain research?

Soer, R. (Remko) (Associatelector)

n/aDOI: 10.3233/BMR-215002

2021-06-01AlgemeenArtikel

ETHICAL CONSIDERATIONS OF USING MACHINE LEARNING FOR DECISION SUPPORT IN OCCUPATIONAL PHYSICAL THERAPY:

Six Dijkstra, WMC (Marianne) (Lectoratemember); Siebrand, E (Egbert) (Lectoratemember); Dorrestijn, S (Steven) (Lector); Salomons, E (Etto) (Lectoratemember); Reneman, MF (Michiel) (Professor); Oosterveld, FGJ (Frits) (Lector); Soer, R (Remko) (Associatelector); Gross, DP (Douglas) (Professor); Bieleman, HJ (Hendrik) (Associatelector)

Abstract for World Physiotherapy Congress 2021Title Ethical Considerations of Using Machine Learning for Decision Support in Occupational Physical Therapy: a narrative literature study and ethical deliberation. Authors Marianne W. M. C. Six Dijkstra1,4,7 · Egbert Siebrand2 · Steven Dorrestijn2 · Etto …

2021-04-01AlgemeenConferentiebijdrage

Influence of respiration frequency on heart rate variability parameters:

Soer, R. (Remko) (Associatelector); Six Dijkstra, W.M.C. (Marianne) (Researcher); Bieleman, H,J. (Andre) (Associatelector); Oosterveld, F.G.J. (Frits) (Lector); Rijken, N.H.M. (Noortje) (Phd)

BACKGROUND:Many patients visiting physiotherapists for musculoskeletal disorders face psychosocial challenges which may form a large barrier to recover. There are only a limited number of evidence based psychosocial therapies, but they are mainly based on breathing exercises. OBJECTIVE: to study which …

2021-04-01AlgemeenArtikel

No pain, no gain? (Re)opening up research in 2021

Soer, R (Remko) (Associatelector)

n/a

2021-03-01AlgemeenArtikel

Changes in kinematics and work physiology during progressive lifting in healthy adults

Bieleman, H.J. (André) (Associatelector); Rijken, N.H.M. (Noortje) (Researcher); Reneman, M.F. (Michiel) (Professor); Oosterveld, F.G.J. (Frits) (Lector); Soer, R. (Remko) (Associatelector)

CC-BY Applied Ergonomics, 2021, March https://www.journals.elsevier.com/applied-ergonomics Purpose: To analyze progression of changes in kinematics and work physiology during progressive lifting in healthy adults.Methods: Healthy participants were recruited. A standardized lifting test from the WorkWell …

2021-03-01AlgemeenArtikel

Trajectories of disability and low back pain impact: 2 year follow up of the Groningen Spine Cohort

Dutmer, A. (Alisa) (Researcher); Schiphorst Preuper, HR (Rita) (Phd); Stewart, RE (Roy ) (Phd); Soer, R. (Remko) (Associatelector); Reneman, MF (Michiel) (Professor); Wolff, AP (Andre) (Professor)

Study Design. Prospective cohort study.Objective. The aim of this study was to identify treatment response trajectories in patients with low back pain (LBP) during and after multidisciplinary care in a tertiary spine center, and to examine baseline patient characteristics that can distinguish trajectories.Summary …

2020-12-01AlgemeenArtikel

Anterior or posterior approach in the surgical treatment of cervical radiculopathy

Broekema, AEH (Anne) (Researcher); Groen, RJM (Rob) (Professor); Tegzess, E. (Erzsi) (Student); Reneman, MF (Michiel) (Professor); Soer, R. (Remko) (Associatelector); Kuijlen, JMA (Jos) (Phd)

ObjectivesSeveral surgical techniques are available for the treatment of cervical degenerative disease. For resolving cervical nerve root compression, anterior cervical discectomy with fusion (ACDF) or posterior cervical foraminotomy (PCF) can be applied. Amongst neurosurgeons, there seems to be a tendency …

2020-12-01AlgemeenArtikel

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