Back-UP publications and events

You can access the Back-UP Library in Zotero to see more details and use the references listed below in your research.

Journal papers

  • Corp, N., Mansell, G., Stynes, S., Wynne‐Jones, G., Morsø, L., Hill, J. C., & Windt, D. A. van der. (2020). Evidence-based treatment recommendations for neck and low back pain across Europe: A systematic review of guidelines. European Journal of Pain, 2020;00, 1–21. https://doi.org/10.1002/ejp.1679
  • De Rosario, H., Vivas, M. J., Sinovas, M. I., & Page, Á. (2018). Relationship between neck motion and self-reported pain in patients with whiplash associated disorders during the acute phase. Musculoskeletal Science and Practice, 38, 23–29. https://doi.org/10.1016/j.msksp.2018.09.004
  • Jansen-Kosterink, S. M., Cabrita, M., & Flierman, I. (2020). The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain. European Journal of Public Health, 30 (Suppl. 5), v453. https://doi.org/10.1093/eurpub/ckaa165.1234
  • Jansen-Kosterink, S., van Velsen, L., & Cabrita, M. (2021). Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain. BMC Medical Informatics and Decision Making, 21(1), 137. https://doi.org/10.1186/s12911-021-01502-0
  • Mansell, G., Corp, N., Wynne‐Jones, G., Hill, J., Stynes, S., & Windt, D. van der. (2021). Self-reported prognostic factors in adults reporting neck or low back pain: An umbrella review. European Journal of Pain. https://doi.org/10.1002/ejp.1782
  • Marcuzzi, A., Bach, K., Nordstoga, A. L., Bertheussen, G. F., Ashikhmin, I., Boldermo, N. Ø., Kvarner, E.-N., Nilsen, T. I. L., Marchand, G. H., Ose, S. O., Aasdahl, L., Kaspersen, S. L., Bardal, E. M., Børke, J.-B., Mork, P. J., & Gismervik, S. (2021). 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. BMJ Open, 11(9), e047921. https://doi.org/10.1136/bmjopen-2020-047921
  • Monaro, M., De Rosario, H., Baydal-Bertomeu, J. M., Bernal-Lafuente, M., Masiero, S., Macía-Calvo, M., Cantele, F., & Sartori, G. (2021a). A model to differentiate WAD patients and people with abnormal pain behaviour based on biomechanical and self-reported tests. International Journal of Legal Medicine. https://doi.org/10.1007/s00414-021-02572-5
  • Monaro, M., Baydal-Bertomeu, J. M., Zecchinato, F., Fietta, V., Sartori, G., & De Rosario Martínez, H. (2021b). The detection of malingering in whiplash-related injuries: A targeted literature review of the available strategies. International Journal of Legal Medicine. https://doi.org/10.1007/s00414-021-02589-w
  • Øverås, C. K., Villumsen, M., Axén, I., Cabrita, M., Leboeuf‐Yde, C., Hartvigsen, J., & Mork, P. J. (2020). Association between objectively measured physical behaviour and neck- and/or low back pain: A systematic review. European Journal of Pain, 24(6), 1007–1022. https://doi.org/10.1002/ejp.1551
  • Roman-Liu, D., Kamińska, J., & Tokarski, T. (2020). Effectiveness of workplace intervention strategies in lower back pain prevention: A review. Industrial Health, 58(6), 503–519. https://doi.org/10.2486/indhealth.2020-0130
  • Verma, D., Jansen, D., Bach, K., Poel, M., Mork, P. J., & d’Hollosy, W. O. N. (2022). Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. BMC Medical Informatics and Decision Making, 22(1), 227. https://doi.org/10.1186/s12911-022-01973-9

Pre-prints

  • Greto, V. L., Cvetko, A., Štambuk, T., Dempster, N. J., Kifer, D., Deriš, H., Cindrić, A., Vučković, F., Falchi, M., Gillies, R. S., Tomlinson, J. W., Gornik, O., Sgromo, B., Spector, T. D., Menni, C., Geremia, A., Arancibia-Cárcamo, C. V., & Lauc, G. (2020). Extensive weight loss can reduce immune age by altering IgG N-glycosylation. MedRxiv, 2020.04.24.20077867. https://doi.org/10.1101/2020.04.24.20077867
  • Jansen-Kosterink, S., van Velsen, Lex, & Cabrita, M. (2021). Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain. BMC Medical Informatics and Decision Making, (Pre-print). https://doi.org/10.21203/rs.3.rs-140940/v1

Conference posters and talks

  • Archer, L. (2020, August 25). Dichotomisation of continuous outcomes in prediction model research: (Not such) a bad idea? 41st Annual Conference of the International Society for Clinical Biostatistics ISCB 2020, Krakow.
  • Archer, L., Snell, K., Stynes, Siobhán, Dunn, Kate M., Foster, Nadine E., Wynne‐Jones, Gwenllian, Windt, Danielle A. van der, & Hill, J. (2020, September 1). Visualisation of multivariable individualised prediction models for pain and function in patients with neck and/or low back pain. IASP Virtual Series on Pain & Expo.
  • Cabrita, M., Oude Nijeweme-d’Hollosy, W., Jansen-Kosterink, S., & Hermens, H. J. (2019). Back-UP: Personalised Prognostic Models to Improve Well-being and Return to Work After Neck and Low Back Pain. Orthopaedic Proceedings, 101-B, 3. https://online.boneandjoint.org.uk/doi/abs/10.1302/1358-992X.2019.9.003
  • Corp, N., Mansell, G., Stynes, S., Wynne-Jones, G., Hill, J., & van der Windt, D. (2019). Evidence-based treatment recommendations for back and neck pain across europe: A systematic review of guidelines. Orthopaedic Proceedings, 101-B, 9. https://online.boneandjoint.org.uk/doi/abs/10.1302/1358-992X.2019.10.009
  • De Rosario, H., Baydal-Bertomeu, J. M., Vivas-Broseta, M. J., Caprara, G., & Pitarch-Corresa, S. (2019, September 4). Clinical management of neck and low back pain through personalised prognostic models: The Back-UP Project. 11th Congress of the European Pain Federation, Valencia. https://doi.org/10.26226/morressier.5d402f9e8f2158d25ec12761
  • De Rosario, H., Monaro, M., Macía-Calvo, M., Baydal-Bertomeu, J.M. & Sartori, G. (2021, March 10). Integrity test for the assessment of whiplash-associated disorders. BritSpine 2021. https://doi.org/10.5281/zenodo.4655531
  • Hermens, H. J., & Oude Nijeweme-d’Hollosy, W. (2019, November 6). Big data in pain rehabilitation, Back-UP vignette. Dutch Congress of Rehabilitation Medicine, Utrecth, The Netherlands.
  • Herrera-Ligero, C., De Rosario, H., López-Pascual, J., & Vivas-Broseta, M. J. (2019, May 16). Diseño de un sistema TIC para el manejo clínico del  dolor cervical y lumbar inespecífico: Proyecto ‘Back-UP’. Congress of the Spanish Society of Rehabilitation and Physical Medicine (SERMEF), Sevilla, Spain. https://doi.org/10.5281/zenodo.3250062
  • Hill, J. (2019, July 2). Can we improve first-line decision making for back pain? International Forum for Back and Neck Pain Research in Primary Care, Québec, Canada.
  • Hill, J. (2020a, June 13). The Back-UP clinical decision support tool. 7th Biennial Emirates Physiotherapy Virtual Conference.
  • Hill, J. (2020b, November 13). The development of individualised work absence prediction models in patients with neck and/or low back pain. Virtual Physiotherapy UK Conference.
  • Hoz de Vila, M., Attar, R., Pereanez, M., & Frangi, A. F. (2018). MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 1726–1733. https://doi.org/10.1109/BIBM.2018.8621317
  • Hoz de Vila, M., & Frangi, A. (2018, November 14). The Back-UP Project: Towards predictive diagnosis and personalised medicine for NLBP underpinned by the VPH technologies and vision. Virtual Physiological Human Conference VPH 2018, Zaragoza, Spain. https://doi.org/10.5281/zenodo.1488046
  • Hurmuz, M., & Jansen-Kosterink, S. (2021, May 11). Why is eHealth not being used to its full potential? Supporting Health by Technology International Conference.
  • Jansen-Kosterink, S. (2020). The maturity of the technology as the starting point of your eHealth evaluation. Supporting Health by Technology Abstract Book 2020, 40.
  • Jansen-Kosterink, S., Cabrita, M., & Flierman, I. (2020). The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain in primary and secondary care. Supporting Health by Technology Abstract Book 2020, 89.
  • Jansen-Kosterink, S. (2021, March 10). The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain in primary and secondary care. BritSpine 2021. https://youtu.be/cbN5_opmbJI
  • Jansen-Kosterink, S., Cabrita, M., & Flierman, I. (2021, May 10). The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain. Supporting Health by Technology International Conference.
  • Oude Nijeweme-d’Hollosy, W., Velsen, L. van, Poel, M., Groothuis-Oudshoorn, C., Soer, R., Stegeman, P., & Hermens, H. (2020). Applying machine learning on patient-reported data to model the selection of appropriate treatments for low back pain: A Pilot Study. Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 117–124. https://doi.org/10.5220/0008962101170124
  • Øverås, C., Morten Villumsen, Miriam Cabrita, Iben Axén, Charlotte Leboeuf-Yde, Jan Hartvigsen, & Paul Jarle Mork. (2019). Objectively measured physical behaviour and neck and/or low back pain: A systematic review protocol. 15th Biennial WFC Congress & 78th ECU Convention Congress Proceedings, 162. https://www.epic2019.net/wp-content/uploads/sites/62/2019/03/Book_of_Proceedings_15th_WFC_Biennial_Congress-78th_ECU_Convention_March_20-23_2019.pdf
  • Wynne-Jones, G., Corp, N., Mansell, G., Stynes, S., Hill, J., & van der Windt, D. (2019, September 4). Evidence based treatment recommendations for back and neck pain across Europe: A systematic review of guidelines. 11th Congress of the European Pain Federation, Valencia. https://doi.org/10.26226/morressier.5d402f9c8f2158d25ec12829

Workshops and seminars

  • Bach, K. (2019, March 15). Building AI applications to personalize healthcare. Seminar on Software Engineering, AI and Ethics, Trondheim, Norway.
  • Bermejo-Bosch, I. (2018, September 30). El futuro en biomecánica: Wearables y Fusión de datos. 1a Conferencia de la Sociedad Ibérica de Biomecánica en Rehabilitación, Estoril, Portugal.
  • De Rosario, H. (2018, January 25). Caso de éxito de proyectos H2020 Salud: Proyectos Back-UP. Regional Infoday H2020, Valencia, Spain.
  • Frangi, A. (2018, June 18). Population imaging analytics: Progress, challenges and opportunities. Medical Computer Vision and Health Informatics Workshop (CVPR 2018), St. Lake City, USA.
  • Hill, J. (2020a, November 6). Risk stratification. EFIC Virtual Pain Education Summit 2020.
  • Hill, J. (2020b, November 7). Psychological and social common assessment. EFIC Virtual Pain Education Summit 2020.
  • Hill, J. (2020c, November 19). Back-UP Individualised Predictions First Contact Decision Support Tool and the Results for the STarT MSK Trial. Sharing Best Practice Day, Keele.
  • Hill, J., & Wynne-Jones, G. (2020d, November 27). The Back-UP – an online vocational advice module for musculoskeletal pain patients. The Second Musculoskeletal Symposium. https://www.facebook.com/558730587928229/videos/834633307314469/
  • Hill, J. (2021a, March 26). Back-UP: Risk stratification and personalised prediction models for Back and Neck Pain. OActive Workshop – Personalised Predictive Models. https://youtu.be/aGl8tF4Ifwk?t=5531
  • Hill, J. (2021b, April 29). Validation of the MSK tool. STarT back tool en MSK tool bij patiënten met nekpijn, Amsterdam. https://msg-sciencenetwerk.nl/index.php/registreren/msg-symposium-2021
  • Jansen-Kosterink, S. (2018, September 13). Techtrends in de praktijk | koplopers aan het woord. NRClive Zorgtech, Amsterdam, The Netherlands.
  • Jansen-Kosterink, S. (2019a, January 29). Introduction to the Back-UP Project. AgingFit, accelerating innnovation for the senior care market, Lille, France.
  • Jansen-Kosterink, S. (2019b, February 7). Introduction to the Back-UP Project. Geriatriedagen 2019, Den Bosch, The Netherlands.
  • Jansen-Kosterink, S. (2020, October 16). The acceptance of clinical decision support systems among clinicians in the treatment of neck and/or back pain. 16th World Congress on Public Health 2020. In the Workshop How To Evaluate Digital Health: Three Examples Based On The Model Of Continuous eHealth Evaluation. https://doi.org/10.1093/eurpub/ckaa165.1233
  • Jansen-Kosterink, S., Oberschmidt, K., & Hurmuz, M. (2021, May 29). Solving the paradox: When usable eHealth applications are not used by the target population. Medical Informatics Europe Conference (MIE2021). https://mie2021.vfairs.com/en/
  • Lauc, G. (2018a, March 25). Introduction to Glycobiology. IMForFuture training course, Zagreb, Croatia. https://imforfuture.eu/training-programme/
  • Lauc, G. (2018b, November 1). The Human Glycome Project – Exploring the New Frontier of Personalised Medicine. Seminar in Weill Cornell Medicine, New York, NY, USA. https://events.weill.cornell.edu/event/englander_institute_for_precision_medicine_seminar_series#.XvB7HmgzbGg
  • Lauc, G. (2018c, December 10). The Human Glycome Project – Exploring the New Frontier of Personalized Medicine. Seminar in Medizinische Hochschüle Hannover, Hannover, Germany. https://translationsallianz.de/news/article/article/rebirth-the-human-glycome-project-exploring-the-new-frontier-of-personalized-medicine/
  • Lauc, G., Primorac, D., De Rosario, H., & Hoz de Vila, M. (2021, March 30). Workshop: Integrated Back-UP system for management of Low Back Pain. https://www.youtube.com/watch?v=2HBYps2bboY
  • López-Pascual, J., Baydal-Bertomeu, J. M., Medina, E., & De Rosario, H. (2021, February 26). Retos tecnológicos y su implicación en la valoración biomecánica (Inteligencia Artificial, Modelos Neuromusculoesqueléticos y Protocolos Ágiles). XV Jornadas de Valoración Funcional, Valencia.
  • Oude Nijeweme-d’Hollosy, W. (2019a, March 14). Anouncement and explanation Back-UP vignette study. Working group meeting Dutch Working Group Pain Rehabilitation.
  • Oude Nijeweme-d’Hollosy, W. (2019b, September 26). Start and instruction Back-UP vignette study. Working group meeting Dutch Working Group Pain Rehabilitation.
  • Oude Nijeweme-d’Hollosy, W. (2019c, December 17). Intelligent triage for low back pain. AI-driven Data Analytics for Defining Biomarkers and Behavioral Phenotypes from Real World Data, Enschede, The Netherlands.
  • Piedrabuena, A. (2018a, November 9). Innovación en Biomecánica aplicada a la Prevención. I Jornada de buenas prácticas para la prevención de trastornos musculoesqueléticos., Zaragoza, Spain. https://www.maz.es/Actualidad/Paginas/Agenda%20de%20eventos/Detalle-evento.aspx?evid=130
  • Piedrabuena, A. (2018b, November 14). Technological outlook on Ergonomics. IV International Congress for Safety and Health at Work: Analysing the Occupational Challenges of Tomorrow, Bilbao, Spain. https://www.osalan.euskadi.eus/s94-congreso/en/
  • Piedrabuena, A. (2018c, November 29). Envejecimiento: Herramientas para la adaptación de los puestos de trabajo. 8o Congreso Internacional de Ergonomía y Psicología Aplicada, Santander, Spain. https://www.fraternidad.com/es-ES/eventos/8o-congreso-internacional-de-ergonomia-y-psicosociologia-aplicada
  • Thiel, R. (2017, November 21). Back-UP: Personalised Prognostic Models to Improve Well-being and Return to Work After Neck and Low Back Pain. EMA-JRC Workshop “In-silico” health new projects and regulatory needs, Brussels, Belgium.
  • von Tottleben, M., De Rosario, H., Hoz de Vila, M., Hill, J., Nijeweme-d’Hollosy, W. O., Bach, K., Téllez, J., de Castro, I., & Jansen-Kosterink, S. (2020, June 24). AI in Healthcare: Back-UP Project Showcase and Industry Forum. https://youtu.be/WN8NzxJPRpg

Videos (see our YouTube channel)

Other publications