Sensors, Free Full-Text
By A Mystery Man Writer
Description
The ability to continuously and unobtrusively monitor and classify breathing patterns can be very valuable for automated health assessments because respiration is tightly coupled to many physiological processes. Pathophysiological changes in these processes often manifest in altered breathing patterns and can thus be immediately detected. In order to develop a breathing pattern monitoring system, a study was conducted in which volunteer subjects were asked to breathe according to a predefined breathing protocol containing multiple breathing patterns while being recorded with color and thermal cameras. The recordings were used to develop and compare several respiratory signal extraction algorithms. An algorithm for the robust extraction of multiple respiratory features was developed and evaluated, capable of differentiating a wide range of respiratory patterns. These features were used to train a one vs. one multiclass support vector machine, which can distinguish between breathing patterns with an accuracy of 95.79 %. The recorded dataset was published to enable further improvement of contactless breathing pattern classification, especially for complex breathing patterns.
![Sensors, Free Full-Text](https://www.kodenshi.co.jp/top/wp-content/uploads/2019/07/PSR11TD1_1.jpg)
PAPER SENSOR|PRODUCTS|KODENSHI CORP.
![Sensors, Free Full-Text](https://m.media-amazon.com/images/I/31bOjO5+xHL._AC_.jpg)
Sensors, Free Full-Text, pct-off 70-90
![Sensors, Free Full-Text](https://d10lvax23vl53t.cloudfront.net/images/news/ThumbForNews_15757_17092931532366627.png)
Free Sensors eBooks
![Sensors, Free Full-Text](https://pub.mdpi-res.com/sensors/sensors-24-02119/article_deploy/html/images/sensors-24-02119-g007-550.jpg?1711451435)
Sensors An Open Access Journal from MDPI
![Sensors, Free Full-Text](https://www.mdpi.com/sensors/sensors-11-04231/article_deploy/html/images/sensors-11-04231f1.png)
Sensors, Free Full-Text, bldc motor
![Sensors, Free Full-Text](https://pub.mdpi-res.com/sensors/sensors-15-01635/article_deploy/html/images/sensors-15-01635f3.png?1423856528)
Sensors, Free Full-Text
![Sensors, Free Full-Text](https://pub.mdpi-res.com/sensors/sensors-24-00012/article_deploy/html/images/sensors-24-00012-g015-550.jpg?1702981394)
Sensors, Free Full-Text, underground roleplay download
![Sensors, Free Full-Text](https://www.tekscan.com/sites/default/files/2023-06/230612_Tekscan_F-ScanGO_WebGraphics-2.jpg)
F-Scan GO System, In-Shoe Pressure Measurement Foot Function Gait Analysis System
![Sensors, Free Full-Text](https://www.sensaphone.com/images/products/lg/qcHSQ.jpg)
IMS Solution Zone Water Detection Sensor
![Sensors, Free Full-Text](https://pub.mdpi-res.com/sensors/sensors-11-02525/article_deploy/html/images/sensors-11-02525f1.png?1403314372)
Sensors, Free Full-Text
![Sensors, Free Full-Text](https://www.mdpi.com/diagnostics/diagnostics-13-01107/article_deploy/html/images/diagnostics-13-01107-g001.png)
Sensors Free Full-Text Chest X-ray Classification For The, 52% OFF
from
per adult (price varies by group size)