The promise of wearable activity sensors to define patient recovery

@article{Appelboom2014ThePO,
  title={The promise of wearable activity sensors to define patient recovery},
  author={Geoffrey Appelboom and Annie Yang and Brandon R. Christophe and Eliza Bruce and Justine Slomian and Olivier Bruy{\`e}re and Samuel S. Bruce and Brad E. Zacharia and Jean-Yves Reginster and E Sander Connolly},
  journal={Journal of Clinical Neuroscience},
  year={2014},
  volume={21},
  pages={1089-1093}
}

Wearable technology to enhance remote monitoring and self-management.

  • A. Barton
  • Medicine
    Clinical nurse specialist CNS
  • 2015
TLDR
A number of wearable technologies including accelerometry, gyroscopes, magnetometers, foot switches, barometric pressure sensors, physiology monitors, global positioning systems, and smart homes are explored to identify their implications for patients and clinical nurse specialist (CNS) practice.

Transforming Personal Healthcare through Technology - A Systematic Literature Review of Wearable Sensors for Medical Application

TLDR
Five potential areas for further research are identified: concentration on widespread diseases, expansion of WSHT’s functionality, diversity of vital parameter measurements, proactive analysis of sensor data for preventive purposes and promoting patient adoption through enhanced usability.

Promise of Wearable Physical Activity Monitors in Oncology Practice.

TLDR
The characteristics of older- and newer-generation physical activity monitoring devices are summarized, the validation of physical activity monitors with respect to health-related quality-of-life assessments are reviewed, and the current role of these devices for the practicing oncologist is described.

Mobile Phone-Connected Wearable Motion Sensors to Assess Postoperative Mobilization

TLDR
The results show that activity sensors are able to provide invaluable information about a patient’s mobility status and can transmit this data wirelessly, although there is a systematic underestimation bias in more debilitated patients.

Implementation of Wearable Sensing Technology for Movement: Pushing Forward into the Routine Physical Rehabilitation Care Field

TLDR
If the authors can overcome the barriers and achieve the benchmarks collectively, the field of rehabilitation will move forward towards better movement interventions that produce improved function not just in the clinic or lab, but out in peoples’ homes and communities.

Sensor monitoring to measure and support activities of daily living for independently living older persons

TLDR
The findings show that a rehabilitation intervention of sensor monitoring-informed coaching was more effective in improving patient-reported performance of daily functioning at six months than an intervention with care as usual.

Wearable devices for patient monitoring in the early postoperative period: a literature review.

TLDR
Wearable devices can provide objective data capture in the early postoperative phase to remotely monitor patients using various metrics including temperature, cardiac monitoring and physical activity and the majority of current research is focussed on wrist-mounted accelerometers and pedometers used to assess physical activity as a marker of postoperative function.

The Contribution of Machine Learning in the Validation of Commercial Wearable Sensors for Gait Monitoring in Patients: A Systematic Review

TLDR
This scoping review highlights the current state of the ability of commercial sensors to enhance traditional methods of gait assessment by passively monitoring gait in daily life, over long periods of time, and with minimal user interaction.

Wearable devices to monitor recovery after abdominal surgery: scoping review

TLDR
Wearable technology has not yet realized its potential to improve postoperative monitoring, and further work is needed to overcome technical limitations, improve precision, and reduce false alarms.
...

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Mobile health tools that enable clinicians and researchers to monitor the type, quantity, and quality of everyday activities of patients and trial participants have long been needed to improve daily

The Promise of mHealth

Mobile health tools that enable clinicians and researchers to monitor the type, quantity, and quality of everyday activities of patients and trial participants have long been needed to improve daily

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TLDR
It is demonstrated that wireless monitors validly measure mobility levels among older hospitalized patients and are highly correlated with direct behavioral observations.

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TLDR
The conceptual distinctions between the terms sedentarism, physical inactivity, physical activity and energy expenditure are clarified and the utility of different approaches for quantifying and expressing physical activity in typically sedentary populations are reviewed.

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Walking can be distinguished from other activities by upper and lower cutoffs, but there was no clear demarcation between these activities, and different walking aids did not affect the counts generated for any activity.

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TLDR
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TLDR
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TLDR
The level of in-hospital mobility seemed to depend on the patients' level of basic mobility, with ambulatory patients spending more time in bed than nonambulatory patients, and the accelerometers were valid in assessing mobility in older medical patients.
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