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

Project Information

Back-UP

Grant agreement ID: 777090

DOI

10.3030/777090

Project closed

EC signature date 16 October 2017

Start date 1 January 2018

End date 30 April 2021

Funded under

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Total cost

€ 5 130 140,00

EU contribution

€ 5 130 140,00

Coordinated by

INSTITUTO DE BIOMECANICA DE VALENCIA
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (6)

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.

Websites, patent fillings, videos etc. (1)

Back-UP Internet media

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

Publications

Peer reviewed articles (12)

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

Other (3)

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

Conference proceedings (10)

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