Outputs (22)

Associations between back pain across adulthood and spine shape in early old age in a British birth cohort. (2018)
Journal Article
MUTHURI, S.G., PAVLOVA, A.V., SAUNDERS, F.R., HARDY, R.J., GREGORY, J.S., BARR, R.J., MARTIN, K.R., ADAMS, J.E., KUH, D., ASPDEN, R.M. and COOPER, R. 2018. Associations between back pain across adulthood and spine shape in early old age in a British birth cohort. Scientific reports [online], 8, article ID 16309. Available from: https://doi.org/10.1038/s41598-018-34628-9

We aimed to examine whether back pain across adulthood was associated with spine shape at age 60–64 years. Data were from 1405 participants in the MRC National Survey of Health and Development, a nationally representative British birth cohort. Back p... Read More about Associations between back pain across adulthood and spine shape in early old age in a British birth cohort..

Identifying persons with axial spondyloarthritis at risk of poor work outcome: results from the British Society for Rheumatology Biologics Register. (2018)
Journal Article
MACFARLANE, G.J., SHIM, J., JONES, G.T., WALKER-BONE, K., PATHAN, E. and DEAN, L.E. 2019. Identifying persons with axial spondyloarthritis at risk of poor work outcome: results from the British Society for Rheumatology Biologics Register. Journal of rheumatology [online], 46(2), pages 145-152. Available from: https://doi.org/10.3899/jrheum.180477

Objective: First, to test the hypothesis that, among working patients with axial spondyloarthritis (axSpA), those who report issues with reduced productivity at work (presenteeism) are at higher risk of work absence (absenteeism), and patients who re... Read More about Identifying persons with axial spondyloarthritis at risk of poor work outcome: results from the British Society for Rheumatology Biologics Register..

Personalised human activity recognition using matching networks. (2018)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2018. Personalised human activity recognition using matching networks. In Cox, M.T., Funk, P. and Begum, S. (eds.) Case-based reasoning research and development: proceedings of the 26th International conference on case-based reasoning (ICCBR 2018), 9-12 July 2018, Stockholm, Sweden. Lecture notes in computer science, 11156. Cham: Springer [online], pages 339-353. Available from: https://doi.org/10.1007/978-3-030-01081-2_23

Human Activity Recognition (HAR) is typically modelled as a classification task where sensor data associated with activity labels are used to train a classifier to recognise future occurrences of these activities. An important consideration when trai... Read More about Personalised human activity recognition using matching networks..

Improving kNN for human activity recognition with privileged learning using translation models. (2018)
Conference Proceeding
WIJEKOON, A., WIRATUNGA, N., SANI, S., MASSIE, S. and COOPER, K. 2018. Improving kNN for human activity recognition with privileged learning using translation models. In Cox, M.T., Funk, P. and Begum, S. (eds.) Case-based reasoning research and development: proceedings of the 26th International conference on case-based reasoning (ICCBR 2018), 9-12 July 2018, Stockholm, Sweden. Lecture notes in computer science, 11156. Cham: Springer [online], pages 448-463. Available from: https://doi.org/10.1007/978-3-030-01081-2_30

Multiple sensor modalities provide more accurate Human Activity Recognition (HAR) compared to using a single modality, yet the latter is preferred by consumers as it is more convenient and less intrusive. This presents a challenge to researchers, as... Read More about Improving kNN for human activity recognition with privileged learning using translation models..

Impact of biological therapy on work outcomes in patients with axial spondyloarthritis: results from the British Society for Rheumatology Biologics Register (BSRBR-AS) and meta-analysis. (2018)
Journal Article
SHIM, J., JONES, G.T., PATHAN, E.M.I. and MACFARLANE, G. 2018. Impact of biological therapy on work outcomes in patients with axial spondyloarthritis: results from the British Society for Rheumatology Biologics Register (BSRBR-AS) and meta-analysis. Annals of the rheumatic diseases [online], 77(11), pages 1578-1584. Available from: http://dx.doi.org/10.1136/annrheumdis-2018-213590

Objectives: To quantify, among patients with axial spondyloarthritis (axSpA), the benefit on work outcomes associated with commencing biologic therapy. Methods: The British Society for Rheumatology Biologics Register in Axial Spondyloarthritis (BSRBR... Read More about Impact of biological therapy on work outcomes in patients with axial spondyloarthritis: results from the British Society for Rheumatology Biologics Register (BSRBR-AS) and meta-analysis..

A new waist-to-height ratio predicts abdominal adiposity in adults. (2018)
Journal Article
NEVILL, A.M., STEWART, A.D., OLDS, T. and DUNCAN, M.J. 2020. A new waist-to-height ratio predicts abdominal adiposity in adults. Research in sports medicine [online], 28(1), pages 15-26. Available from: https://doi.org/10.1080/15438627.2018.1502183

Our aim was to identify the best anthropometric index associated with waist adiposity. The six weight-status indices included body mass index (BMI), waist-to-hip ratio (WHR), waist-to-height ratio (WHTR), and a new waist-by-height0.5 ratio (WHT.5R).... Read More about A new waist-to-height ratio predicts abdominal adiposity in adults..

Contemporary perspectives of core stability training for dynamic athletic performance: a survey of athletes, coaches, sports science and sports medicine practitioners. (2018)
Journal Article
CLARK, D.R., LAMBERT, M.I. and HUNTER, A.M. 2018. Contemporary perspectives of core stability training for dynamic athletic performance: a survey of athletes, coaches, sports science and sports medicine practitioners. Sports medicine - open [online], 4, article number 32. Available from: https://doi.org/10.1186/s40798-018-0150-3

Core stability training has grown in popularity over 25 years, initially for back pain prevention or therapy. Subsequently, it developed as a mode of exercise training for health, fitness and sport. The scientific basis for traditional core stability... Read More about Contemporary perspectives of core stability training for dynamic athletic performance: a survey of athletes, coaches, sports science and sports medicine practitioners..

Variation in lifting kinematics related to individual intrinsic lumbar curvature: an investigation in healthy adults. (2018)
Journal Article
PAVLOVA, A.V., MEAKIN, J.R., COOPER, K., BARR, R.J. and ASPDEN, R.M. 2018. Variation in lifting kinematics related to individual intrinsic lumbar curvature: an investigation in healthy adults. BMJ open sport and exercise medicine [online], 4(1), article number 000374. Available from: https://doi.org/10.1136/bmjsem-2018-000374

Objective: Lifting postures are frequently implicated in back pain. We previously related responses to a static load with intrinsic spine shape, and here we investigate the role of lumbar spine shape in lifting kinematics. Methods: Thirty healthy adu... Read More about Variation in lifting kinematics related to individual intrinsic lumbar curvature: an investigation in healthy adults..

Matching networks for personalised human activity recognition. (2018)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2018. Matching networks for personalised human activity recognition. In Bichindaritz, I., Guttmann, C., Herrero, P., Koch, F., Koster, A., Lenz, R., López Ibáñez, B., Marling, C., Martin, C., Montagna, S., Montani, S., Reichert, M., Riaño, D., Schumacher, M.I., ten Teije, A. and Wiratunga, N. (eds.) Proceedings of the 1st Joint workshop on artificial intelligence in health, organized as part of the Federated AI meeting (FAIM 2018), co-located with the 17th International conference on autonomous agents and multiagent systems (AAMAS 2018), the 35th International conference on machine learning (ICML 2018), the 27th International joint conference on artificial intelligence (IJCAI 2018), and the 26th International conference on case-based reasoning (ICCBR 2018), 13-19 July 2018, Stockholm, Sweden. CEUR workshop proceedings, 2142. Aachen: CEUR-WS [online], pages 61-64. Available from: http://ceur-ws.org/Vol-2142/short4.pdf

Human Activity Recognition (HAR) has many important applications in health care which include management of chronic conditions and patient rehabilitation. An important consideration when training HAR models is whether to use training data from a gene... Read More about Matching networks for personalised human activity recognition..

Study of similarity metrics for matching network-based personalised human activity recognition. (2018)
Presentation / Conference
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2018. Study of similarity metrics for matching network-based personalised human activity recognition. In Minor, M. (ed.) Workshop proceedings for the 26th International conference on case-based reasoning (ICCBR 2018), 9-12 July 2018, Stockholm, Sweden, pages 91-95. Available from: http://iccbr18.com/wp-content/uploads/ICCBR-2018-V3.pdf#page=91

Personalised Human Activity Recognition (HAR) models trained using data from the target user (subject-dependent) have been shown to be superior to non personalised models that are trained on data from a general population (subject-independent). Howev... Read More about Study of similarity metrics for matching network-based personalised human activity recognition..