Breath Counting Method using Object Detection Algorithm

In the medical field, the "respiratory rate" of hospitalized patients is measured as one of the vital signs. Respiratory rate is one of the most important items. However, measurement respiratory rate is many burdens of medical personnel because it is done visually. We investigate a method...

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Vydané v:International Symposium on Communications and Information Technologies (Online) s. 32 - 35
Hlavní autori: Imaizumi, Nanami, Ohyama, Futoshi, Matsumoto, Hiroki
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 23.09.2024
Predmet:
Biomedical imaging
Cameras
contactless
Information and communication technology
Object detection
object detection algorithm
Personnel
Position measurement
respiratory rate
vital signs
YOLO
ISSN:2643-6175
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Popis
Shrnutí:In the medical field, the "respiratory rate" of hospitalized patients is measured as one of the vital signs. Respiratory rate is one of the most important items. However, measurement respiratory rate is many burdens of medical personnel because it is done visually. We investigate a method to automatically measure respiratory rate to reduce the burden of medical personnel. An object detection algorithm is applied to the images obtained from the video camera. It is found that it is possible to measure respiratory rate by detecting the width of the subjects bounding box obtained by this method. We propose a method for measuring respiratory rate using this method.
ISSN:2643-6175
DOI:10.1109/ISCIT63075.2024.10793667