selfBACK SIGNED
A decision support system for self-management of low back pain
Total Cost €
0EC-Contrib. €
0Partnership
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Project "selfBACK" data sheet
The following table provides information about the project.
| Coordinator |
NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Organization address contact info |
| Coordinator Country | Norway [NO] |
| Project website | http://selfback.eu/ |
| Total cost | 4˙920˙872 € |
| EC max contribution | 4˙920˙872 € (100%) |
| Programme |
1. H2020-EU.3.1.4. (Active ageing and self-management of health) |
| Code Call | H2020-PHC-2015-single-stage |
| Funding Scheme | RIA |
| Starting year | 2016 |
| Duration (year-month-day) | from 2016-01-01 to 2020-12-31 |
Partnership
Take a look of project's partnership.
| # | ||||
|---|---|---|---|---|
| 1 | NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU | NO (TRONDHEIM) | coordinator | 1˙904˙282.00 |
| 2 | SYDDANSK UNIVERSITET | DK (ODENSE M) | participant | 777˙861.00 |
| 3 | THE ROBERT GORDON UNIVERSITY | UK (ABERDEEN) | participant | 565˙446.00 |
| 4 | HEALTH LEADS BV | NL (AMSTERDAM) | participant | 388˙835.00 |
| 5 | KLEBERG & KUTTEMANN INNOVATION APS | DK (TOMMERUP ST.) | participant | 379˙065.00 |
| 6 | KIOLIS | FR (PARIS) | participant | 355˙285.00 |
| 7 | DET NATIONALE FORSKNINGSCENTER FORARBEJDSMILJO | DK (KOBENHAVN) | participant | 297˙360.00 |
| 8 | UNIVERSITY OF GLASGOW | UK (GLASGOW) | participant | 252˙736.00 |
Map
Project objective
The recent global burden of disease study showed that low back pain (LBP) is the most significant contributor to disability in Europe. Most patients seen in primary care with LBP have non-specific LBP (≥85%), i.e., pain that cannot reliably be attributed to a specific disease/pathology. LBP is the fourth most common diagnosis seen in primary care (after upper respiratory infection, hypertension, and coughing). Self-management in the form of physical activity and strength/stretching exercises constitutes the core component in the management of non-specific LBP; however, adherence to self-management challenging due to lack of feedback and reinforcement. This project aims to develop a decision support system - SELFBACK - that will be used by the patient him/herself to facilitate, improve and reinforce self-management of LBP. Specifically, SELFBACK will be designed to assist the patient in deciding and reinforcing the appropriate actions to manage own LBP after consulting a health care professional in primary care. The decision support will be conveyed to the patient via a smartphone app in the form of advice for self-management. The advice will be tailored to each patient based on the symptom state, symptom progression, the patients goal-setting, and a range of patient characteristics including information from a physical activity-detecting wristband worn by the patient. The second part of the project will evaluate the effectiveness of SELFBACK in a randomized controlled trial using pain-related disability as primary outcome. We envisage that patients who use SELFBACK will have 20% reduction in pain-related disability at 9 months follow-up compared to patients receiving treatment as usual. Process evaluation will be carried out as an integrated part of the trial to document the implementation and map the patients’ satisfaction with SELFBACK. A business plan with a targeted commercialisation strategy will be developed to transfer the SELFBACK technology into the market.
Deliverables
| Intervention mapping protocol (IMAP) | Documents, reports | 2020-04-02 11:28:35 |
| Results from WP2 pilot study (PILOT) and empirical evaluations of algorithms | Documents, reports | 2020-04-02 11:28:22 |
| Dissemination and communication plan (DCP) | Documents, reports | 2019-05-28 22:36:47 |
| Knowledge management plan (KMP) | Documents, reports | 2019-05-28 22:36:34 |
| First version of smartphone (DEMV1) SELFBACK application on iOS | Demonstrators, pilots, prototypes | 2019-05-20 16:25:27 |
| Demonstration of localized software (DEMLOC) in multiple languages | Demonstrators, pilots, prototypes | 2019-05-20 16:25:27 |
| Demonstration of the final connected SELFBACK mobile application (DEMCON) on iOS and Android | Demonstrators, pilots, prototypes | 2019-05-20 16:25:27 |
| Trial (TRIAL) protocol | Documents, reports | 2019-05-20 16:25:27 |
| User Intervention Modelling Framework (UIMF) | Other | 2019-05-20 16:25:27 |
| Demonstration of web and mobile software interacting with connected devices such as a wristband that monitors patient activities (DEMFIN) | Demonstrators, pilots, prototypes | 2019-05-20 16:25:27 |
| Demonstration of web-based questionnaire (DEMQ) | Demonstrators, pilots, prototypes | 2019-05-20 16:25:25 |
| Literature review (LIT) | Documents, reports | 2019-05-20 16:25:25 |
| Physical Activity Recognition (PAR) software component for SELFBACK | Demonstrators, pilots, prototypes | 2019-05-20 16:25:25 |
| Structuring of information collected by questionnaires (QUEST) | Documents, reports | 2019-05-20 16:25:25 |
Take a look to the deliverables list in detail: detailed list of selfBACK deliverables.
Publications
| year | authors and title | journal | last update |
|---|---|---|---|
| 2018 |
Anjana Wijekoon, Nirmalie Wiraunga, Sadiq Sani, Kay Cooper Improving kNN for HAR with Privileged Learning using Translation Models published pages: , ISSN: , DOI: |
International Conference on Case-Based Reasoning 2018 | 2020-02-06 |
| 2019 |
Kerstin Bach, Ilya Ashikhmin, Tomasz Szczepanski and Agnar Aamodt A Case-Based Reasoning Application for Guiding Low-Back Pain Patients published pages: , ISSN: , DOI: |
PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL FLORIDA ARTIFICIAL INTELLIGENCE RESEARCH SOCIETY CONFERENCE May 2019 | 2020-02-06 |
| 2019 |
Karen Søgaard, Paul Jarle Mork, Mette Jensen Stochkendahl, Barbara Nicholl, Malene Jagd Svendsen, Louise Fleng Sandal selfBACK, a digital health intervention to support selfmanagement in low back pain. published pages: , ISSN: , DOI: |
PREMUS 2019 3 September, 2019 | 2020-02-06 |
| 2018 |
Paul Jarle Mork, Kerstin Bach - on behalf of the selfBACK consortium A decision support system for self-management of low back pain published pages: , ISSN: , DOI: |
17th World Congress on Pain 14 September 2018 | 2020-02-06 |
| 2019 |
Louise Fleng Sandal, Mette Jensen Stochkendahl, Malene Jagd Svendsen, Karen Wood, Cecilie K Øverås, Anne Lovise Nordstoga, Morten Villumsen, Charlotte Diana Nørregaard Rasmussen, Barbara Nicholl, Kay Cooper, Per Kjaer, Frances S Mair, Gisela Sjøgaard, Tom Ivar Lund Nilsen, Jan Hartvigsen, Kerstin Bach, Paul Jarle Mork, Karen Søgaard An App-Delivered Self-Management Program for People With Low Back Pain: Protocol for the selfBACK Randomized Controlled Trial published pages: e14720, ISSN: 1929-0748, DOI: 10.2196/14720 |
JMIR Research Protocols 8/12 | 2020-02-06 |
| 2019 |
Paul Jarle Mork selfBACK – an mHealth decision support system designed to support self-management of low back pain published pages: , ISSN: , DOI: |
Interdisciplinary World Congress on Low Back and Pelvic Girdle Pain 31 October 2019 | 2020-02-06 |
| 2018 |
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper Personalised Human Activity Recognition Using Maching Networks published pages: , ISSN: , DOI: |
International Conference on Case-Based Reasoning 2018 | 2020-02-06 |
| 2019 |
Kerstin Bach, Cindy Marling, Paul Jarle Mork, Agnar Aamodt, Frances S. Mair, Barbara I. Nicholl Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain published pages: 269-284, ISSN: 0925-9902, DOI: 10.1007/s10844-018-0539-y |
Journal of Intelligent Information Systems 52/2 | 2020-02-06 |
| 2019 |
Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Kay Cooper, Zina Ibrahim, Oya Celikutan, Richard Dobson, Stephen McKenna, Jacqui Morris, Annalu Waller, Raed Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri Learning to self-manage by intelligent monitoring, prediction and intervention published pages: , ISSN: , DOI: |
CEUR Workshop Proceedings 2019 | 2020-02-06 |
| 2017 |
Barbara Nicholl (Frances Mair, John Kyle, Marianne McCallum, Nithya Suresh, Louise Sandal, Mette Stockendahl, Jan Hartvigsen, Per Kjaer, Karen Søgaard, Paul Jarle Mork, Ottar Vasseljen, Tom Nilsen, Charlotte Rasmussen, Malene Svendsen, Kay Cooper) Digital Support Interventions for the Self-Management of Low Back Pain: Content, Outcomes and Engagement published pages: , ISSN: , DOI: |
International Back & Neck Pain Research Forum September, 2017 | 2019-06-18 |
| 2017 |
Kyle J, Svendsen MJ, Cooper K, Rasmussen CDN, Mork PJ, Nilsen T, Søgaard K, Sandal L, Stochkendahl MJ, Kjaer P, Mair FS, Nicholl B A Systematic Review of Barriers and Facilitators to Patient Uptake and Utilisation of Digital Interventions for the Self-Management of Low Back Pain published pages: , ISSN: , DOI: |
2017 NAPCRG Annual Meeting | 2019-06-18 |
| 2017 |
Nicholl BI, Sandal LF, Stockendahl MJ, McCallum M, Suresh N, Vasseljen O, Hartvigsen J, Mork PJ, Kjær P, Søgaard K , Mair FS The Evidence for Digital Interventions for the Self-Management of Low Back Pain: A Systematic Review published pages: , ISSN: , DOI: |
2017 NAPCRG Annual Meeting | 2019-06-18 |
| 2017 |
Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jeremie Clos A Siamese Convolutional Network for Developing Similarity Knowledge in the SelfBACK Dataset published pages: , ISSN: , DOI: |
A Siamese Convolutional Network for Developing Similarity Knowledge in the SelfBACK Dataset June, 2017 | 2019-06-18 |
| 2017 |
Tale Prestmo, Kerstin Bach, Agnar Aamodt, Paul Jarle Mork Diversity of Exercise Plans using Evolutionary Inspired Adaptation published pages: , ISSN: , DOI: |
Workshop Week “Lernen, Wissen, Daten, Analysen†(“Learning, Knowledge, Data, Analyticsâ€) | 2019-06-18 |
| 2016 |
Tomasz Szczepanski, Kerstin Bach and Agnar Aamodt Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data published pages: , ISSN: , DOI: |
Workshop Proceedings of the 24th International Conference on Case-Based Reasoning 5 | 2019-06-18 |
| 2017 |
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper Learning Deep Features for kNN-Based Human Activity Recognition published pages: , ISSN: , DOI: |
Proceedings of the International Conference on Case-Based Reasoning (ICCBR 2017) | 2019-06-18 |
| 2016 |
Kerstin Bach, Tomasz Szczepanski, Agnar Aamodt, Odd Erik Gundersen and Paul Jarle Mork Case Representation and Similarity Assessment in the selfBACK Decision Support System published pages: 15, ISSN: , DOI: 10.1007/978-3-319-47096-2_3 |
Case-Based Reasoning Research and Development 2016 | 2019-05-20 |
| 2016 |
Barbara I Nicholl, Kerstin Bach, Agnar Aamodt, Paul J Mork, Frances S Mair selfBACK: A decision support system for self-management of low back pain published pages: , ISSN: , DOI: |
The Society for Academic Primary Care (UK & Ireland) | 2019-06-18 |
| 2016 |
Kerstin Bach, Paul Jarle Mork, Agnar Aamodt Can Data-driven Self-Management Reduce Low Back Pain? published pages: ​30-31, ISSN: 0926-4981, DOI: |
ERCIM News 104, January 2016 | 2019-06-18 |
| 2016 |
Barbara I Nicholl, Kerstin Bach, Agnar Aamodt, Paul J Mork, Frances S Mair selfBACK: A decision support system for self-management of low back pain published pages: , ISSN: , DOI: |
North American Primary Care Research Group Annual Conference November 2016 | 2019-06-18 |
| 2017 |
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper kNN Sampling for Personalised Human Activity Recognition published pages: , ISSN: , DOI: |
25th International Conference, ICCBR 2017 June 26-28, 2017 | 2019-06-18 |
| 2017 |
Barbara I Nicholl, Louise F Sandal, Mette J Stochkendahl, Marianne McCallum, Nithya Suresh, Ottar Vasseljen, Jan Hartvigsen, Paul J Mork, Per Kjaer, Karen Søgaard, Frances S Mair Digital Support Interventions for the Self-Management of Low Back Pain: A Systematic Review published pages: e179, ISSN: 1438-8871, DOI: 10.2196/jmir.7290 |
Journal of Medical Internet Research 19/5 | 2019-06-18 |
| 2017 |
Charlotte Rasmussen, Malene Jagd Svendsen, Per Kjaer, Barbara Nicholl, Kay Cooper, Andreas Holtermann, Frances Mair, Jan Hartvigsen, Mette Jensen Stochkendahl, Karen Søgaard, Paul Jarle Mork Intervention mapping for developing an app-based self-management intervention to improve non-specific low back pain (SELFBACK) published pages: , ISSN: , DOI: |
International Neck and Back Pain Research Forum 2017 | 2019-06-18 |
| 2016 |
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper Selfback: Activity Recognition for Self-Management of Low Back Pain published pages: , ISSN: , DOI: |
SGAI International Conference on Artificial Intelligence | 2019-06-18 |
| 2017 |
Nicholl BI, Sandal LF, Stochkendahl MJ, McCallum M, Suresh N, Vasseljen O, Hartvigsen J, Mork PJ, Kjær P, Søgaard K, Mair FS Findings From A Systematic Review of Digital Support Interventions for Low Back Pain Self-Management published pages: , ISSN: , DOI: |
Findings From A Systematic Review of Digital Support Interventions for Low Back Pain Self-Management | 2019-06-18 |
| 2018 |
Paul Jarle Mork, Kerstin Bach A Decision Support System to Enhance Self-Management of Low Back Pain: Protocol for the selfBACK Project published pages: e167, ISSN: 1929-0748, DOI: 10.2196/resprot.9379 |
JMIR Research Protocols 7/7 | 2019-06-18 |
| 2017 |
Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper Learning Deep Features for Human Activity Recognition published pages: , ISSN: , DOI: |
Proceedings of International Conference on Knowledge Science, Engineering and Management (KSEM 2017) | 2019-06-18 |
| 2017 |
Barbara Nicholl, Louise Sandal, Mette Stochkendahl, Marieanne McCallum, Nithaya Suresh, Ottar Vasseljen, Jan Hartvigsen, Paul Jarl Mork, Per Kjær, Karen Søgaard, Frances Mair Digital Support Interventions for the Self-Management of Low Back Pain: A Systematic Review published pages: , ISSN: , DOI: |
Society for Academic Primary Care | 2019-06-18 |
| 2016 |
Kerstin Bach, Tomasz Szczepanski, Agnar Aamodt, Odd Erik Gundersen, Paul Jarle Mork Case Representation and Similarity Assessment in the selfBACK Decision Support System (Resubmission) published pages: 153-154, ISSN: 1613-0073, DOI: |
\"Proceedings of the Conference \"\"Lernen, Wissen, Daten, Analysen\"\"\" | 2019-06-18 |
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