Personalised Prognostic Models to Improve Well-being and Return to Work After Neck and Low Back Pain

Deliverables

Communication and outreach report v2

Report with the progress in year 2 of the communication strategy and plan.

Back-UP dissemination repository

Report about the activities performed by the consortium in the Industry Forum.

Communication and outreach report v1

Report with the progress in year 1 of the communication strategy and plan.

Communication and outreach report v3

Final report about the activity of the communication strategy and plan.

Back-UP validation paper

Public presentation of the retrospective and prospective validation studies.

Methodological framework for the management of neck and low back pain in workers

Description of the approach of Back-UP for neck and back pain, based on use case scenarios, considering the present medical, occupational and regulatory conditions.

Back-UP Internet media

Project website to host public materials and news, and project-related social media.

Publications

Self‐reported prognostic factors in adults reporting neck or low back pain: An umbrella review

Author(s): Gemma Mansell, Nadia Corp, Gwenllian Wynne‐Jones, Jonathan Hill, Siobhán Stynes, Daniëlle van der Windt
Published in: European Journal of Pain, 2021, ISSN 1090-3801
Publisher: W. B. Saunders Co., Ltd.
DOI: 10.1002/ejp.1782

Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes

Author(s): Deepika Verma; Duncan Jansen; Kerstin Bach; Mannes Poel; Paul Jarle Mork; Wendy Oude Nijeweme d’Hollosy
Published in: BMC Medical Informatics and Decision Making, Issue 22, 2022, Page(s) 227, ISSN 1472-6947
Publisher: BioMed Central
DOI: 10.1186/s12911-022-01973-9

The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain

Author(s): S M Jansen-Kosterink, M Cabrita, I Flierman
Published in: European Journal of Public Health, Issue 30/Supplement_5, 2020, Page(s) v453, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckaa165.1234

Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain

Author(s): Stephanie Jansen-Kosterink, Lex van Velsen, Miriam Cabrita
Published in: BMC Medical Informatics and Decision Making, Issue 21/1, 2021, Page(s) 137, ISSN 1472-6947
Publisher: BioMed Central
DOI: 10.1186/s12911-021-01502-0

A model to differentiate WAD patients and people with abnormal pain behaviour based on biomechanical and self-reported tests

Author(s): Merylin Monaro, Helios De Rosario, José María Baydal-Bertomeu, Marta Bernal-Lafuente, Stefano Masiero, Mónica Macía-Calvo, Francesca Cantele, Giuseppe Sartori
Published in: International Journal of Legal Medicine, 2021, ISSN 0937-9827
Publisher: Springer Verlag
DOI: 10.1007/s00414-021-02572-5

Effectiveness of workplace intervention strategies in lower back pain prevention: a review

Author(s): Danuta ROMAN-LIU, Joanna KAMIŃSKA, Tomasz TOKARSKI
Published in: Industrial Health, Issue 58/6, 2020, Page(s) 503-519, ISSN 0019-8366
Publisher: National Institute of Industrial Health
DOI: 10.2486/indhealth.2020-0130

Evidence‐based treatment recommendations for neck and low back pain across Europe: a systematic review of guidelines

Author(s): N. Corp, G. Mansell, S. Stynes, G. Wynne‐Jones, L. Morsø, J.C. Hill, D.A. van, der Windt
Published in: European Journal of Pain, Issue 2020;00, 2020, Page(s) 1-21, ISSN 1090-3801
Publisher: W. B. Saunders Co., Ltd.
DOI: 10.1002/ejp.1679

Application of Machine Learning Methods on Patient Reported Outcome Measurements for Predicting Outcomes: A Literature Review

Author(s): Deepika Verma; Kerstin Bach; Paul Jarle Mork
Published in: Informatics, Issue 8(3), 2021, Page(s) 56, ISSN 2227-9709
Publisher: MDPI
DOI: 10.3390/informatics8030056

Relationship between neck motion and self-reported pain in patients with whiplash associated disorders during the acute phase

Author(s): Helios De Rosario, María José Vivas, María Isabel Sinovas, Álvaro Page
Published in: Musculoskeletal Science and Practice, Issue 38, 2018, Page(s) 23-29, ISSN 2468-7812
Publisher: Elsevier B.V.
DOI: 10.1016/j.msksp.2018.09.004

Association between objectively measured physical behaviour and neck‐ And/or low back pain: A systematic review

Author(s): C.K. Øverås, M. Villumsen, I. Axén, M. Cabrita, C. Leboeuf‐Yde, J. Hartvigsen, P.J. Mork
Published in: European Journal of Pain, 2020, ISSN 1090-3801
Publisher: W. B. Saunders Co., Ltd.
DOI: 10.1002/ejp.1551

Individually tailored self-management app-based intervention (selfBACK) versus a self-management web-based intervention (e-Help) or usual care in people with low back and neck pain referred to secondary care: protocol for a multiarm randomised clinical trial

Author(s): Anna Marcuzzi, Kerstin Bach, Anne Lovise Nordstoga, Gro Falkener Bertheussen, Ilya Ashikhmin, Nora Østbø Boldermo, Else-Norun Kvarner, Tom Ivar Lund Nilsen, Gunn Hege Marchand, Solveig Osborg Ose, Lene Aasdahl, Silje Lill Kaspersen, Ellen Marie Bardal, Janne-Birgitte Børke, Paul Jarle Mork, Sigmund Gismervik
Published in: BMJ Open, Issue 11/9, 2021, Page(s) e047921, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2020-047921

The detection of malingering in whiplash-related injuries: a targeted literature review of the available strategies

Author(s): Merylin Monaro, Chema Baydal Bertomeu, Francesca Zecchinato, Valentina Fietta, Giuseppe Sartori, Helios De Rosario Martínez
Published in: International Journal of Legal Medicine, 2021, ISSN 0937-9827
Publisher: Springer Verlag
DOI: 10.1007/s00414-021-02589-w

An individually tailored self-management app-based intervention (selfBACK) versus a self-management web-based intervention (e-Help) or usual care in people with low back and neck pain referred to secondary care: protocol for a multi-arm randomised clinical trial

Author(s): Marcuzzi, Anna; Lund Nilsen, Tom Ivar; Gismervik, Sigmund; Bach, Kerstin; Mork, Paul Jarle
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.5155811

Clinician Acceptance of Complex Clinical Decision Support Systems for Treatment Allocation of Patients with Chronic Low Back Pain

Author(s): Stephanie Jansen-Kosterink, Lex van Velsen, Miriam Cabrita
Published in: BMC Medical Informatics and Decision Making, 2021
Publisher: Research Square
DOI: 10.21203/rs.3.rs-140940/v1

Extensive weight loss can reduce immune age by altering IgG N-glycosylation

Author(s): Olga Gornik; Ana Cvetko; Mario Falchi; Tamara Štambuk; B Sgromo; Frano Vučković; Alessandra Geremia; Gordan Lauc; Jeremy W. Tomlinson; Helena Deriš; Ana Cindrić; Domagoj Kifer; Richard S. Gillies; Carolina V. Arancibia-Cárcamo; Valentina L Greto; Tim D. Spector; Cristina Menni; Niall Dempster
Published in: medRxiv, 2020
Publisher: medRxiv
DOI: 10.1101/2020.04.24.20077867

The Back-UP Project: Towards predictive diagnosis and personalised medicine for NLBP underpinned by the VPH technologies and vision

Author(s): Milton Hoz de Vila; Alejandro Frangi
Published in: Virtual Physiological Human Conference VPH2018, 2018
Publisher: VPH Institute
DOI: 10.5281/zenodo.1488046

" Diseño de un sistema TIC para el manejo clínico del dolor cervical y lumbar inespecífico: proyecto ""Back-UP"" "

Author(s): Cristina Herrera-Ligero; Helios De Rosario; Juan López-Pascual; María José Vivas-Broseta
Published in: 57º Congreso SERMEF, 2019
Publisher: Sociedad Española de Rehabilitación y Medicina Física
DOI: 10.5281/zenodo.3250062

Clinical management of neck and low back pain through personalised prognostic models: the Back-UP Project

Author(s): Helios De Rosario, José María Baydal-Bertomeu, María José Vivas-Broseta, Giuseppe Caprara, Salvador Pitarch Corresa
Published in: 11th Congress of the European Pain Federation, 2019
Publisher: Eurepean Pain Federatin EFIC
DOI: 10.26226/morressier.5d402f9e8f2158d25ec12761

Evidence based treatment recommendations for back and neck pain across Europe: a systematic review of guidelines

Author(s): Gwenllian Wynne-Jones, Nadia Corp, Gemma Mansell, Siobhan Stynes, Jonathan Hill, Danielle van der Windt
Published in: 11th Congress of the European Pain Federation, 2019
Publisher: European Pain Federation EFIC
DOI: 10.26226/morressier.5d402f9c8f2158d25ec12829

Back-UP: Personalised Prognostic Models to Improve Well-being and Return to Work After Neck and Low Back Pain

Author(s): Miriam Cabrita, Wendy Oude Nijeweme-d'Hollosy, Stephanie Jansen-Kosterink, Hermie J. Hermens
Published in: Orthopaedic Proceedings, Issue 101-B, 2019, Page(s) 3
Publisher: The British Editorial Society of Bone & Joint Surgery
DOI: 10.1302/1358-992x.2019.9.003

Evidence-based treatment recommendations for back and neck pain across europe: a systematic review of guidelines

Author(s): Nadia Corp, Gemma Mansell, Siobhan Stynes, Gwenllian Wynne-Jones, Jonathan Hill, Danielle van der Windt
Published in: Orthopaedic Proceedings, Issue 101-B, 2019, Page(s) 9
Publisher: The British Editorial Society of Bone & Joint Surgery
DOI: 10.1302/1358-992x.2019.10.009

MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research

Author(s): Milton Hoz de Vila, Rahman Attar, Marco Pereanez, Alejandro F. Frangi
Published in: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, Page(s) 1726-1733, ISBN 978-1-5386-5488-0
Publisher: IEEE
DOI: 10.1109/bibm.2018.8621317

Objectively measured physical behaviour and neck and/or low back pain: a systematic review protocol

Author(s): Cecilie K. Øverås, Morten Villumsen, Miriam Cabrita, Iben Axén, Charlotte Leboeuf-Yde, Jan Hartvigsen, Paul Jarle Mork
Published in: 15th Biennial WFC Congress & 78th ECU Convention Congress Proceedings, 2019, Page(s) 162, ISBN 978-0-9811332-6-3
Publisher: World Federation of Chiropractic

The maturity of the technology as the starting point of your eHealth evaluation

Author(s): Stephanie Jansen-Kosterink
Published in: Supporting Health by Technology Abstract Book 2020, 2020, Page(s) 40
Publisher: Centre for eHealth & Wellbeing Research, University of Twente

The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain in primary and secondary care

Author(s): Stephanie Jansen-Kosterink, Miriam Cabrita, Ina Flierman
Published in: Supporting Health by Technology Abstract Book 2020, 2020, Page(s) 89
Publisher: Centre for eHealth & Wellbeing Research, University of Twente

Deliverables

Publications

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