AIMC Topic: Monitoring, Physiologic
Clear Filters Showing 261 to 270 of 387 articles
Ensemble Learning Approach via Kalman Filtering for a Passive Wearable Respiratory Monitor.
IEEE journal of biomedical and health informatics
Jul 20, 2018
OBJECTIVE: Utilizing passive radio frequency identification (RFID) tags embedded in knitted smart-garment devices, we wirelessly detect the respiratory state of a subject using an ensemble-based learning approach over an augmented Kalman-filtered tim...
Acute pain intensity monitoring with the classification of multiple physiological parameters.
Journal of clinical monitoring and computing
Jun 26, 2018
Current acute pain intensity assessment tools are mainly based on self-reporting by patients, which is impractical for non-communicative, sedated or critically ill patients. In previous studies, various physiological signals have been observed qualit...
Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques.
PloS one
May 3, 2018
The number of people diagnosed with dementia is expected to rise in the coming years. Given that there is currently no definite cure for dementia and the cost of care for this condition soars dramatically, slowing the decline and maintaining independ...
Electronic Surveillance For Catheter-Associated Urinary Tract Infection Using Natural Language Processing.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Apr 16, 2018
Catheter-associated urinary tract infection (CAUTI) is a common and costly healthcare-associated infection, yet measuring it accurately is challenging and resource-intensive. Electronic surveillance promises to make this task more objective and effic...
Novel computer algorithm for cough monitoring based on octonions.
Respiratory physiology & neurobiology
Mar 27, 2018
The objective assessment of cough frequency is essential for evaluation of cough and antitussive therapies. Nonetheless, available algorithms for automatic detection of cough sound have limited sensitivity and the analysis of cough sound often requir...
A computer vision-based system for monitoring Vojta therapy.
International journal of medical informatics
Feb 25, 2018
A neurological illness is t he disorder in human nervous system that can result in various diseases including the motor disabilities. Neurological disorders may affect the motor neurons, which are associated with skeletal muscles and control the body...
Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing.
IEEE transactions on bio-medical engineering
Feb 19, 2018
OBJECTIVE: The aim of this research was to develop a swallowing assessment method to help prevent aspiration pneumonia. The method uses simple sensors to monitor swallowing function during an individual's daily life.
Wrist sensor-based tremor severity quantification in Parkinson's disease using convolutional neural network.
Computers in biology and medicine
Feb 15, 2018
Tremor is a commonly observed symptom in patients of Parkinson's disease (PD), and accurate measurement of tremor severity is essential in prescribing appropriate treatment to relieve its symptoms. We propose a tremor assessment system based on the u...
A New Remote Health-Care System Based on Moving Robot Intended for the Elderly at Home.
Journal of healthcare engineering
Feb 7, 2018
Nowadays, due to the growing need for remote care and the constantly increasing popularity of mobile devices, a large amount of mobile applications for remote care support has been developed. Although mobile phones are very suitable for young people,...
A fuzzy logic control in adjustable autonomy of a multi-agent system for an automated elderly movement monitoring application.
International journal of medical informatics
Feb 6, 2018
Autonomous agents are being widely used in many systems, such as ambient assisted-living systems, to perform tasks on behalf of humans. However, these systems usually operate in complex environments that entail uncertain, highly dynamic, or irregular...
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