All Outputs (108)

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..

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..

Effectiveness of interventions for preventing occupational irritant hand dermatitis: a quantitative systematic review. (2018)
Journal Article
PAPADATOU, Z., WILLIAMS, H. and COOPER, K. 2018. Effectiveness of interventions for preventing occupational irritant hand dermatitis: a quantitative systematic review. JBI database of systematic reviews and implementation reports [online], 16(6), pages 1398-1417. Available from: https://doi.org/10.11124/JBISRIR-2017-003405

Background: - The most significant occupational skin problem potentially encountered in wet work occupations is occupational dermatitis. When the skin comes into contact with hazardous substances at work, this can cause occupational dermatitis to occ... Read More about Effectiveness of interventions for preventing occupational irritant hand dermatitis: a quantitative systematic review..

Weight loss interventions for adults with overweight/obesity and chronic musculoskeletal pain: a mixed methods systematic review. (2018)
Journal Article
COOPER, L., RYAN, C., ELLS, L.J., HAMILTON, S., ATKINSON, G., COOPER, K., JOHNSON, M.I., KIRWAN, J.P. and MARTIN, D. 2018. Weight loss interventions for adults with overweight/obesity and chronic musculoskeletal pain: a mixed methods systematic review. Obesity reviews [online], 19(7), pages 989-1007. Available from: https://doi.org/10.1111/obr.12686

Worldwide prevalence of adult overweight and obesity is a growing public health issue. Adults with overweight/obesity often have chronic musculoskeletal pain (CMP). Using a mixed-methods review, we aimed to quantify the effectiveness and explore the... Read More about Weight loss interventions for adults with overweight/obesity and chronic musculoskeletal pain: a mixed methods systematic review..

Components, skills and training for conducting initial telephone consultations in primary care: a scoping review protocol. (2018)
Other
COOPER, K. and ALEXANDER, L. 2018. Components, skills and training for conducting initial telephone consultations in primary care: a scoping review protocol. [Protocol]. JBI database of systematic reviews and implementation reports [online], 16(5), pages 1126-1134. Available from: https://doi.org/10.11124/JBISRIR-2017-003527

Review objective/question: The objective of this scoping review is to examine the characteristics of initial telephone consultations conducted in primary care settings and to map the existing evidence on the components, skills and training recommende... Read More about Components, skills and training for conducting initial telephone consultations in primary care: a scoping review protocol..

Culture, development mechanisms and characteristics: building the profile of the optimal youth football coach. (2017)
Presentation / Conference
CAMPBELL, C., BUCHANAN, N., BURGESS, K., COOPER, K. and MCCANN, B. 2017. Culture, development mechanisms and characteristics: building the profile of the optimal youth football coach. Presented at the 2017 British Psychological Society (BPS) Division of sport and exercise psychology conference (DSEP 2017), 11-12 December 2017, Glasgow, UK.

Social interaction and relationships lie at the heart of the coaching process. Coaches are no longer limited to developing relationships between themselves and the players (coach-athlete relationship) but are instead exposed to connections within a m... Read More about Culture, development mechanisms and characteristics: building the profile of the optimal youth football coach..

Accuracy of physical activity recognition from a wrist-worn sensor. (2017)
Presentation / Conference
COOPER, K., SANI, S., CORRIGAN, L., MACDONALD, H., PRENTICE, C., VARETA, R., MASSIE, S. and WIRATUNGA, N. 2017. Accuracy of physical activity recognition from a wrist-worn sensor. Presented at the 2017 Physiotherapy UK conference and trade exhibition: transform lives, maximise independence and empower populations, 10-11 November 2017, Birmingham, UK.

The EU-funded project 'selfBACK' (http://www.selfback.eu) will utilise continuous objective monitoring of physical activity (PA) by a wrist-mounted wearable, combined with self-monitoring of symptoms and case-based reasoning. Together these will prov... Read More about Accuracy of physical activity recognition from a wrist-worn sensor..

The effectiveness of vocational rehabilitation on work participation for adults with musculoskeletal disorders: an umbrella review. (2017)
Presentation / Conference
ALEXANDER, L., COOPER, K. and MITCHELL, D. 2017. The effectiveness of vocational rehabilitation on work participation for adults with musculoskeletal disorders: an umbrella review. Presented at the 2017 Physiotherapy UK conference and trade exhibition: transform lives, maximise independence and empower populations, 10-11 November 2017, Birmingham, UK.

Vocational rehabilitation (VR) has been identified as a solution to address the impact of musculoskeletal disorders (MSD) in working age adults. Vocational rehabilitation is a multi-component approach that includes different interventions specific to... Read More about The effectiveness of vocational rehabilitation on work participation for adults with musculoskeletal disorders: an umbrella review..

Investigating adherence and quality of life in relation to group based exercise among individuals with multiple sclerosis: a systematic review. (2017)
Presentation / Conference
WYNNE, D., RICKHART, E. and COOPER, K. 2017. Investigating adherence and quality of life in relation to group based exercise among individuals with multiple sclerosis: a systematic review. Presented at the 2017 Physiotherapy UK conference and trade exhibition: transform lives, maximise independence and empower populations, 10-11 November 2017, Birmingham, UK.

Adherence to exercise and maintaining quality of life are primary concerns among patients with Multiple Sclerosis (MS). This study sought to determine the effects of group-based exercise on adherence and quality of life (QOL) among individuals with M... Read More about Investigating adherence and quality of life in relation to group based exercise among individuals with multiple sclerosis: a systematic review..

The effect of high fidelity simulated learning methods on physiotherapy pre-registration education: a systematic review protocol. (2017)
Other
ROBERTS, F. and COOPER, K. 2017. The effect of high fidelity simulated learning methods on physiotherapy pre-registration education: a systematic review protocol. [Protocol]. JBI database of systematic reviews and implementation reports [online], 15(11), pages 2613-2618. Available from: https://doi.org/10.11124/JBISRIR-2016-003294

The objective of this review is to identify if high fidelity simulated learning methods are effective at enhancing clinical/practical skills compared to usual, low fidelity simulated learning methods in pre-registration physiotherapy education.

The effect of pitched and vertical ladder ergometer climbing on cardiorespiratory and psychophysical variables. (2017)
Journal Article
BARRON, P.-J., BURGESS, K., COOPER, K. and STEWART, A.D. 2018. The effect of pitched and vertical ladder ergometer climbing on cardiorespiratory and psychophysical variables. Applied ergonomics [online], 66, pages 172-176. Available from: https://doi.org/10.1016/j.apergo.2017.09.001

This study aimed to assess whether modifying the pitch of a 75° ladder ergometer to vertical had a cardiorespiratory or psychophysical effect on climbing. Nine male participants climbed a ladder ergometer at 75° and subsequently at 90°, adjusted for... Read More about The effect of pitched and vertical ladder ergometer climbing on cardiorespiratory and psychophysical variables..

Learning deep and shallow features for human activity recognition. (2017)
Conference Proceeding
SANI, S., MASSIE, S., WIRATUNGA, N. and COOPER, K. 2017. Learning deep and shallow features for human activity recognition. In Li, G., Ge, Y, Zhang, Z., Jin, Z. and Blumenstein, M. (eds.) Knowledge science, engineering and management: proceedings of the 10th International knowledge science, engineering and management conference (KSEM 2017), 19-20 August 2017, Melbourne, Australia. Lecture notes in computer science, 10412. Cham: Springer [online], pages 469-482. Available from: https://doi.org/10.1007/978-3-319-63558-3_40

selfBACK is an mHealth decision support system used by patients for the self-management of Lower Back Pain. It uses Human Activity Recognition from wearable sensors to monitor user activity in order to measure their adherence to prescribed physical a... Read More about Learning deep and shallow features for human activity recognition..

Training peers to support older people with chronic low back pain following physiotherapy discharge: a feasibility study. (2017)
Journal Article
COOPER, K., JEHU, L.M., KLEIN, S., SMITH, B.H. and SCHOFIELD, P. 2018. Training peers to support older people with chronic low back pain following physiotherapy discharge: a feasibility study. Physiotherapy [online], 104(2), pages 239-247. Available from: https://doi.org/10.1016/j.physio.2017.07.001

Objective - To determine the feasibility and acceptability of a training programme for peer volunteers to support older adults with chronic low back pain (CLBP) following discharge from physiotherapy. Design - Feasibility study. Setting - Community-b... Read More about Training peers to support older people with chronic low back pain following physiotherapy discharge: a feasibility study..

Workplace interventions to improve sitting posture: a systematic review. (2017)
Journal Article
SWINTON, P.A., COOPER, K., HANCOCK, E. 2017. Workplace interventions to improve sitting posture: a systematic review. Preventive medicine [online], 101, pages 204-212. Available from: https://doi.org/10.1016/j.ypmed.2017.06.023

Evaluate the effectiveness of workplace interventions to improve sitting posture of workers that spend long periods of time seated at a visual display terminal. A systematic review of randomised controlled trials, non-randomised controlled trials and... Read More about Workplace interventions to improve sitting posture: a systematic review..

kNN sampling for personalised human recognition. (2017)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2017. kNN sampling for personalised human recognition. In Aha, D.W. and Lieber, J. (eds.) Case-based reasoning research and development: proceedings of the 25th International case-based reasoning conference (ICCBR 2017), 26-28 June 2017, Trondheim, Norway. Lecture notes in computer science, 10339. Cham: Springer [online], pages 330-344. Available from: https://doi.org/10.1007/978-3-319-61030-6_23

The need to adhere to recommended physical activity guidelines for a variety of chronic disorders calls for high precision Human Activity Recognition (HAR) systems. In the SelfBACK system, HAR is used to monitor activity types and intensities to enab... Read More about kNN sampling for personalised human recognition..

Effectiveness of vocational rehabilitation on work participation in adults with musculoskeletal disorders: an umbrella review protocol. (2017)
Other
ALEXANDER, L., COOPER, K., MITCHELL, D and MACLEAN, C. 2017. Effectiveness of vocational rehabilitation on work participation in adults with musculoskeletal disorders: an umbrella review protocol. [Protocol]. JBI database of systematic reviews and implementation reports [online], 15(6), pages 1518-1521. Available from: https://doi.org/10.11124/JBISRIR-2016-003133

The objective of this umbrella review is to determine the effectiveness of vocational rehabilitation on work participation in working age adults with musculoskeletal disorders (MSDs). More specifically the review will address the following questions:... Read More about Effectiveness of vocational rehabilitation on work participation in adults with musculoskeletal disorders: an umbrella review protocol..

SelfBACK: Activity recognition for self-management of low back pain. (2016)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2016. SelfBACK: Activity recognition for self-management of low back pain. In Bramer, M. and Petridis, M. (eds.) 2016. Research and development in intelligent systems XXXIII: incorporating applications and innovations in intelligent systems XXIV: proceedings of the 36th SGAI nternational conference on innovative techniques and applications of artificial intelligence (SGAI 2016), 13-15 December 2016, Cambridge, UK. Cham: Springer [online], pages 281-294. Available from: https://doi.org/10.1007/978-3-319-47175-4_21

Low back pain (LBP) is the most significant contributor to years lived with disability in Europe and results in significant financial cost to European economies. Guidelines for the management of LBP have self-management at their cornerstone, where pa... Read More about SelfBACK: Activity recognition for self-management of low back pain..