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Pain level recognition using kinematics and muscle activity for physical rehabilitation in chronic pain

Temitayo A. Olugbade, Nadia Bianchi-Berthouze, Nicolai Marquardt, Amanda C. Williams
2015 2015 International Conference on Affective Computing and Intelligent Interaction (ACII)  
By analyzing recordings of kinematics and muscle activity, our feature optimization algorithms and machine learning techniques can automatically discriminate between people with low level pain and high  ...  People with chronic musculoskeletal pain would benefit from technology that provides run-time personalized feedback and help adjust their physical exercise plan.  ...  In this paper, we investigate automatic recognition of levels of pain during everyday functional movements at the core of physical rehabilitation in CP.  ... 
doi:10.1109/acii.2015.7344578 dblp:conf/acii/OlugbadeBMW15 fatcat:favagt275zanznfa5kmukfdt4e

Automatic Recognition of Fear-Avoidance behavior in Chronic Pain Physical Rehabilitation

Min Aung, Nadia Bianchi-Berthouze, Paul Watson, Amanda Williams
2014 Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare  
Exergames are increasingly being proposed for physical rehabilitation in chronic pain.  ...  While these attributes are important, it is also essential that psychological factors that lead to avoidance of physical activity are addressed in the game design.  ...  Acknowledgements EPSRC grant EP/G043507/1: Pain rehabilitation: E/Motion-based automated coaching.  ... 
doi:10.4108/icst.pervasivehealth.2014.254945 dblp:conf/ph/AungBWW14 fatcat:bcw5ud5rlne6nj5m4semlhgdjy

Physical therapy for temporomandibular disorders: evidence-based improvements and enhancements for diagnosis and management

Janey Prodoehl, Emily Kahnert
2021 Frontiers of Oral and Maxillofacial Medicine  
Pain neuroscience education, epigenetics, and other rehabilitation tools such as virtual reality may allow physical therapists to address the central nervous system changes associated with pain persistence  ...  The most common oral and maxillofacial disorders treated by physical therapists are temporomandibular disorders (TMD), and rehabilitation strategies continue to evolve with advancements in research and  ...  Footnote Provenance and Peer Review: This article was commissioned  ... 
doi:10.21037/fomm-20-44 fatcat:vnlxpb3lwzh2fi2f4nnhgfq724

Deep gluteal syndrome

H. D. Martin, M. Reddy, J. Gomez-Hoyos
2015 Journal of Hip Preservation Surgery  
Failure to identify the cause of pain in a timely manner can increase pain perception, and affect mental control, patient hope and consequently quality of life.  ...  Deep gluteal syndrome describes the presence of pain in the buttock caused from non-discogenic and extrapelvic entrapment of the sciatic nerve.  ...  Therefore, a psychological evaluation before any treatment is recommended for patients complaining of chronic pain >6 months, who are using narcotics, and have a significantly impaired social function.  ... 
doi:10.1093/jhps/hnv029 pmid:27011826 pmcid:PMC4718497 fatcat:5m5r2icqdrcy7evbfj6gynn5o4

Back pain in the osteoporotic individual: A physiatric approach

Mehrsheed Sinaki, Elizabeth Huntoon
2011 Techniques in Regional Anesthesia and Pain Management  
The combination of pharmacologic and nonpharmacologic interventions, through physical activity, exercise, and modalities, are potential interventions that could be used to help reduce the pain of osteoporotic  ...  The patient with vertebral compression fractures additionally suffers from an ongoing risk of recurrent fractures and postural abnormalities that can result in impaired respiratory function, leading to  ...  The authors measured bone mineral density, incidence of fracture in spine radiographs, back extensor strength, and level of physical activity for all subjects at baseline, 2 years, and 10 years.  ... 
doi:10.1053/j.trap.2011.05.001 fatcat:6s3v6immdrdmli453ddhn6qlpq

SIPCON 2020 Platform Presentation

2020 Journal of Society of Indian Physiotherapists  
The data were analyzed at 5% level of significance using SPSS. Results: Difference in mean CVA in group A (t=-3.77, p=0.001) and for PEFR (Z=-3.97, p<0.01).  ...  and disability in chronic shoulder pain patients.  ...  Authors: Nidhi Kala, Vimal Telang Affiliation: AIIPMR Purpose: To compare scapular position and muscle activity ratio in painful and non-painful paretic shoulder in chronic Stroke.  ... 
doi:10.18231/j.jsip.2020.006 fatcat:d4g2oqn4uvcgbbycdietkmc2le

Application of advanced biomechanical methods in studying low back pain – recent development in estimation of lower back loads and large-array surface electromyography and findings

Babak Bazrgari, Ting Xia
2017 Journal of Pain Research  
A number of biomechanical methods using kinematic, kinetic and/or neuromuscular approaches have been used to study LBP.  ...  In contrast, back muscle activity patterns in LBP patients are asymmetric or multifocal, suggesting lack of orderly muscle recruitment.  ...  Author contributions All authors contributed toward literature search and review, drafting and revising the paper and agree to be accountable for all aspects of the work.  ... 
doi:10.2147/jpr.s139185 pmid:28761372 pmcid:PMC5522670 fatcat:hm4tlkela5edpdbkzpyfbusk6i

Directed attention alters the temporal activation patterns of back extensors during trunk flexion–extension in individuals with chronic low back pain

Heather L. Butler, Christian Lariviere, Cheryl L. Hubley-Kozey, Michael J. L. Sullivan
2010 European spine journal  
Pattern recognition and repeated measures ANOVAs were used to examine the effect of sex, attention and pain intensity on temporal muscle activation patterns.  ...  In chronic low back pain patients (CLBP), neuromuscular and pain intensity have been identified as contributing factors in the disability of the individual.  ...  Acknowledgments We wish to thank the Quebec Rehabilitation Research Network and the Occupational Health and Safety Research Institute Robert-Sauvé for their financial support.  ... 
doi:10.1007/s00586-010-1403-0 pmid:20473625 pmcid:PMC2989290 fatcat:mrbycibgnvg47cmmsmwhghc6da

Perception of action by stroke patients in virtual realities using minimal kinematic displays

L. Van Dokkum, D. Mottet, H.-Y. Bonnin, J. Metrot, I. Relave, I. Laffont
2011 Annals of Physical and Rehabilitation Medicine  
, duration), and to other stroke complications (motor deficit, disability level, anxiety, depression, sleep disturbance and pain).  ...  Fatigue was assessed by a multidimensional scale, the MFI-20 which allowed determining the fatigue level in its four dimensions (general fatigue, mental fatigue, reduced activity and lack of motivation  ...  for action recognition in virtual displays.  ... 
doi:10.1016/ fatcat:ib7ctophk5b7dg3exjfvpqzl4y

Sensor Technologies to Manage the Physiological Traits of Chronic Pain: A Review

David Naranjo-Hernández, Javier Reina-Tosina, Laura M. Roa
2020 Sensors  
of non-oncological chronic pain.  ...  As the assessment and management of pain are essential issues for a wide range of clinical disorders and treatments, this paper reviews different sensor-based approaches applied to the objective evaluation  ...  In [226] , EMG was used in tension ratio for the activation of the lumbar para-spinal muscle, the muscular activation for the medium lumbar para-spinal muscle, and the total flexion developed.  ... 
doi:10.3390/s20020365 pmid:31936420 pmcid:PMC7014460 fatcat:u74tfa6kf5h7lllurwrfpvavrq

Evaluation of walking speed (10m walking test) in patients with chronic hemiparesis after at least 3 consecutive botulinum neurotoxin injections while patients follow a guided self-rehabilitation contract

S. Alkandari
2011 Annals of Physical and Rehabilitation Medicine  
, duration), and to other stroke complications (motor deficit, disability level, anxiety, depression, sleep disturbance and pain).  ...  Fatigue was assessed by a multidimensional scale, the MFI-20 which allowed determining the fatigue level in its four dimensions (general fatigue, mental fatigue, reduced activity and lack of motivation  ...  for action recognition in virtual displays.  ... 
doi:10.1016/ fatcat:pcplqlqebjennonxxc7f65mtoa

Cardiac Rehabilitation Early after Sternotomy Using New Assistive VR-Enhanced Robotic Exoskeleton—Study Protocol for a Randomised Controlled Trial

Mihaela Mocan, Sonia Irina Vlaicu, Anca Daniela Farcaș, Horea Feier, Simona Dragan, Bogdan Mocan
2021 International Journal of Environmental Research and Public Health  
Secondary outcomes will encompass measurements of sternal stability, muscular activity, cardiac response to exercise, pain level and compliance/adherence to CR. (4) Conclusions: Implementing these novel  ...  skills and availability of the rehabilitation therapist.  ...  Acknowledgments: This work was supported by a grant of the Romanian Ministry of Education and Research, CCCDI-UEFISCDI, project number PN III-P2-2.1-PED-2019-1057, within PNCDI III.  ... 
doi:10.3390/ijerph182211922 pmid:34831679 pmcid:PMC8622225 fatcat:ziq7af6sqzgazbwuhffqbrs6uq

CSM 2006 Orthopaedic and Sports Physical Therapy Section Programming

2006 Journal of Orthopaedic and Sports Physical Therapy  
for Injury and Rehabilitation (OPL25) Samus J R Ward 0) PM-1:45 PM Effectiveness of 2 Physical Therapy Interventions for Increasing Length in the Pectoralis Minor Muscle OPL26 Shiaroy Wang 1:45 PM-?  ...  Minning § Reliability of Active Shoulder Range of Motion Comparing a Goniometer to a Digital Level (SPO405) Mullaney M Kinematic and Kinetic Reliability of 3 Selected Physical Performance Tests in Young  ... 
doi:10.2519/jospt.2006.36.1.27 fatcat:lsf5lpmvajglzi5limak3bycfu

Classification of back muscle impairment based on the surface electromyographic signal

S H Roy, C J De Luca, M Emley, L I Oddsson, R J Buijs, J A Levins, D S Newcombe, J F Jabre
1997 Journal of rehabilitation research and development  
A surface electromyographic (EMG) procedure for classifying muscle impairments in persons with low back pain (LBP) is described.  ...  Other studies are described in which the technique is applied to monitoring changes in muscle performance capability that occur following rehabilitation for LBP.  ...  The use of the surface EMG signal for perfor- association of pain with physical activities in chronic low back mance evaluation of back muscles .  ... 
pmid:9323644 fatcat:oo6ntn6wt5fkpathjooxwfc3wm

Changes of joint position sense in responses to upper trapezius muscle fatigue in subclinical myofascial pain syndrome participants versus healthy control

M. Roya, O. Gholam Reza, S. Azadeh, H.M. Reza, T.M. Saeed
2019 Muscles Ligaments and Tendons Journal  
Methods: 23 healthy right handed volunteers (11 males and 12 females) from a physical therapy clinic in rehabilitation faculty participated in the study.  ...  Results: Neck muscle fatigue had different effects on neck kinematics for each group.  ...  We also acknowledge the generous assistance of the staff and students of the Rehabilitation school, Tehran University of Medical Sciences.  ... 
doi:10.32098/mltj.04.2018.12 fatcat:hl435m5isfbnhaq72rlu5ixv5e
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