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Improving opioid prescription practices and reducing patient risk in the primary care setting

Martin Cheatle, Cody Barker
2014 Journal of Pain Research  
delivery systems for risk assessment, intervention, and monitoring of patients receiving opioids in a primary care setting.  ...  In practice, the majority of patients with chronic pain are managed in the primary care setting.  ...  Acknowledgment MDC would like to acknowledge the support of grant 1R01DA032776-01 from the National Institute on Drug Abuse, National Institutes of Health in the writing of this paper.  ... 
doi:10.2147/jpr.s37306 pmid:24966692 pmcid:PMC4062552 fatcat:bcgwcb63nbamhfpzergd243zby

Towards a personal at-home lab for motion video tracking in patients with Parkinson's disease

Alexander Yu. Meigal, Kirill S. Prokhorov, Nikita A. Bazhenov, Liudmila I. Gerasimova-Meigal, Dmitry G. Korzun
2017 2017 21st Conference of Open Innovations Association (FRUCT)  
Many digital healthcare services now employ the opportunities of mobile and smart Internet technologies.  ...  In this paper, we discuss the opportunities of motion video tracking in at-home settings for a patient. Parkinson's disease (PD) serves as a case study.  ...  In particular, accelerometry measurements from the mobile user can be used for freezing of gait events [26] and for assessing gait or finger movements in PD patients [27] .  ... 
doi:10.23919/fruct.2017.8250187 dblp:conf/fruct/MeigalPBGK17 fatcat:q6hoj7jwkffl7e3ris5s6vzuo4

A review of wearable sensors and systems with application in rehabilitation

Shyamal Patel, Hyung Park, Paolo Bonato, Leighton Chan, Mary Rodgers
2012 Journal of NeuroEngineering and Rehabilitation  
by a detailed description of major areas of application of wearable technology.  ...  The integration of wearable and ambient sensors is discussed in the context of achieving home monitoring of older adults and subjects with chronic conditions.  ...  Figure 4 4 Smart phone based ECG monitoring system by IMEC. The Android based mobile application allows low power ECG sensors to communicate wirelessly with the phone.  ... 
doi:10.1186/1743-0003-9-21 pmid:22520559 pmcid:PMC3354997 fatcat:tez7twx77jbq7hvt4rlc67vw2a

Impact of chronic musculoskeletal pain on objectively measured daily physical activity: a review of current findings

Kushang V Patel, Elizabeth J Dansie, Dennis C Turk
2013 Pain Management  
The current paper examines patterns of PA in chronic musculoskeletal pain conditions and identifies potential clinical applications for accelerometry. Chronic pain is a global public health problem.  ...  Chronic pain affects a wide range of outcomes that are typically assessed using self-reported methodologies, which are susceptible to recall biases, current mood and pain intensity.  ...  Acknowledgments Preparation of the manuscript was supported in part by a grant received from the NIH/National Institute of Arthritis and Musculoskeletal and Skin Diseases (R01AR059102).  ... 
doi:10.2217/pmt.13.46 pmid:24654901 pmcid:PMC4006369 fatcat:htebqcw76rg47dk7f72cqreh6e

Social Determinants of Health in Physiatry: Challenges and Opportunities for Clinical Decision Making and Improving Treatment Precision

Rosalynn R. Z. Conic, Carolyn Geis, Heather K. Vincent
2021 Frontiers in Public Health  
This opinion paper describes utility of existing datasets in combination with novel data such as movement, gait patterning and patient perceived outcomes could be analyzed with artificial intelligence  ...  Social determinants of health (SDH) play a key role in determining therapeutic process and patient functional outcomes.  ...  Sources could include patient EHR, surveys, claims data, smart phone applications and wearable devices.  ... 
doi:10.3389/fpubh.2021.738253 pmid:34858922 pmcid:PMC8632538 fatcat:5wdxqtv5dnfhlgsx5gguj2zbye

Technological Solutions for Low Back Pain Physical Therapy Real-time Monitoring with Feedback

Linda Lancere
2021 Baltic Journal of Modern Computing  
back pain with no identified cause or standardized treatment.  ...  The advancement of technology may result in significant improvements in physical therapy in terms of sustained rehabilitation, interpretation, and long-term monitoring in a population suffering from low  ...  Acknowledgements Funding in frames of  ... 
doi:10.22364/bjmc.2021.9.4.04 fatcat:ksvhotlkdbctfh4ghxtruhmqnq

Ship Con 2019

2019 Journal of Society of Indian Physiotherapists  
The diaphragmatic dysfunction is associated with pain and disability in chronic low back pain (CLBP).  ...  The purpose of this narrative review is to examine the effect of incorporating diaphragmatic breathing exercise with the core stabilization exercise on pain and disability in chronic low back pain.  ...  low back pain in near future.  ... 
doi:10.18231/j.jsip.2019.009 fatcat:anucpbwmpzevpeh62szjmpiebq

Artificial intelligence to improve back pain outcomes and lessons learnt from clinical classification approaches: three systematic reviews

Scott D. Tagliaferri, Maia Angelova, Xiaohui Zhao, Patrick J. Owen, Clint T. Miller, Tim Wilkin, Daniel L. Belavy
2020 npj Digital Medicine  
Artificial intelligence and machine learning (AI/ML) could enhance the ability to detect patterns of clinical characteristics in low-back pain (LBP) and guide treatment.  ...  In contrast, the STarT Back tool has been assessed for internal consistency, test-retest reliability, validity, pain and disability prognosis, and influence on pain and disability treatment outcomes.  ...  Chan et al. 55 2013 40 20 20 Chronic Artificial Neural Network, Artificial Neural Network, Multi- Layer Perception, Decision Tree Classification A smart phone-based gait assessment to  ... 
doi:10.1038/s41746-020-0303-x pmid:32665978 pmcid:PMC7347608 fatcat:4rtqk6lgpfbzvk6cwrsg3tkl2e

SIPCON 2020 Poster Presentation

2020 Journal of Society of Indian Physiotherapists  
The maintenance of static and dynamic balance is a necessary to reduce risk of injuries in daily life. Type of footwear may influence Balance in an individual.  ...  Sensamove is a sensory balance device that measures various parameters of Balance like range of motion, static balance, Proprioception and reaction time.  ...  Conclusion: The Hindi versions of the MPQ were found to be reproducible, valid and reliable for the assessment of pain in patients with Low Back Pain.  ... 
doi:10.18231/j.jsip.2020.007 fatcat:udnwokb6rfgdxc6rjtufmmtjmm

Digital Phenotyping and Patient-Generated Health Data for Outcome Measurement in Surgical Care: A Scoping Review

Prakash Jayakumar, Eugenia Lin, Vincent Galea, Abraham J. Mathew, Nikhil Panda, Imelda Vetter, Alex B. Haynes
2020 Journal of Personalized Medicine  
Digital phenotyping—the moment-by-moment quantification of human phenotypes in situ using data related to activity, behavior, and communications, from personal digital devices, such as smart phones and  ...  A total of 224 studies were included.  ...  In the context of musculoskeletal health in general, activity/mobility data (from accelerometers and GPS), communication data (text and telephone logs, screen time), and self-reported pain (phone-based  ... 
doi:10.3390/jpm10040282 pmid:33333915 fatcat:2lf36olmbnhw5oe2zq5ihjqn3e

Brain Monitoring Devices in Neuroscience Clinical Research: The Potential of Remote Monitoring Using Sensors, Wearables, and Mobile Devices

Bill Byrom, Marie McCarthy, Peter Schueler, Willie Muehlhausen
2018 Clinical Pharmacology and Therapeutics  
to brain function such as sleep patterns, gait, cognition, voice acoustics, and gaze analysis.  ...  In this article, we review a number of innovations related to brain monitoring including portable and wearable solutions to directly measure brain electrical activity, and solutions measuring aspects related  ...  This approach seems to allow a differentiation between high and low pain condition in chronic pain-similar to the use of heart rate in acute pain.  ... 
doi:10.1002/cpt.1077 pmid:29574776 pmcid:PMC6032823 fatcat:6prdvaberbh4fphgt5tiqwm5pu

Leveraging Multi-Modal Sensing for Mobile Health: A Case Review in Chronic Pain

Min S. Hane Aung, Faisal Alquaddoomi, Cheng-Kang Hsieh, Mashfiqui Rabbi, Longqi Yang, J. P. Pollak, Deborah Estrin, Tanzeem Choudhury
2016 IEEE Journal on Selected Topics in Signal Processing  
In this paper, we focus on chronic pain measurement and management as a case application to exemplify the state of the art.  ...  The methods and challenges presented here are also generalizable and relevant to a broad range of other applications in mobile sensing.  ...  It explicitly addresses this requirement gap for chronic back pain.  ... 
doi:10.1109/jstsp.2016.2565381 pmid:30906495 pmcid:PMC6430587 fatcat:vxvj3c23bngnbntwrk3pev5cpq

STepped exercise program for patients with knee OsteoArthritis (STEP-KOA): protocol for a randomized controlled trial

Kelli D. Allen, Dennis Bongiorni, Kevin Caves, Cynthia J. Coffman, Theresa A. Floegel, Heather M. Greysen, Katherine S. Hall, Bryan Heiderscheit, Helen M. Hoenig, Kim M. Huffman, Miriam C. Morey, Shalini Ramasunder (+4 others)
2019 BMC Musculoskeletal Disorders  
STEP-KOA is a novel, efficient and patient-centered approach to delivering exercise-based interventions to patients with knee OA, one of the most prevalent and disabling health conditions.  ...  Step-KOA is a randomized trial of 345 patients with symptomatic knee OA from two Department of Veterans Affairs sites.  ...  Acknowledgements The study team expresses gratitude to study team members Amy Miles, Availability of data and materials Not applicable.  ... 
doi:10.1186/s12891-019-2627-8 pmid:31138256 pmcid:PMC6540433 fatcat:latxpaayqndelcym5i3sqnsxti

Physical fitness training for stroke patients

David H Saunders, Mark Sanderson, Sara Hayes, Liam Johnson, Sharon Kramer, Daniel D Carter, Hannah Jarvis, Miriam Brazzelli, Gillian E Mead, Cochrane Stroke Group
2020 The Cochrane library  
Cognitive function is under-investigated despite being a key outcome of interest for patients.  ...  None of the studies assessed death or dependence as a composite outcome.  ...  NDT based gait training as compared to lower limb strengthening in correction of gait pattern of post-stroke hemiparetic patients. Physiotherapy 2015;101:eS1591-eS1592.  ... 
doi:10.1002/14651858.cd003316.pub7 pmid:32196635 fatcat:j5tpk2pwmfan3mwzaftwzb3g5y

SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs

Sidratul Moontaha, Andreas Galka, Michael Siniatchkin, Sascha Scharlach, Sarah von Spiczak, Ulrich Stephani, Theodor May, Thomas Meurer
2019 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)  
For this purpose, a recently proposed variant of Kalman Filtering based on Singular Value Decomposition is incorporated into Iterative Extended Kalman Filtering, in order to estimate the states of a nonlinear  ...  The analysis provides a decision whether for a specific patient a particular anti-epileptic drug is increasing or reducing the seizure rate.  ...  It explicitly addresses this requirement gap for chronic back pain.  ... 
doi:10.1109/embc.2019.8857159 pmid:31945973 fatcat:dmckhawdpbfwjoiekeerk4ra54
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