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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| Veröffentlicht in: | International Symposium on Communications and Information Technologies (Online) S. 32 - 35 |
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| Format: | Tagungsbericht |
| Sprache: | Englisch |
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IEEE
23.09.2024
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| ISSN: | 2643-6175 |
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Imaizumi, Nanami Ohyama, Futoshi Matsumoto, Hiroki |
| Author_xml | – sequence: 1 givenname: Nanami surname: Imaizumi fullname: Imaizumi, Nanami email: m2456004@maebashi-it.ac.jp organization: Maebashi Institute of Technology,Systems Life Engineering,Maebashi,Japan – sequence: 2 givenname: Futoshi surname: Ohyama fullname: Ohyama, Futoshi email: ohyama@tokai.ac.jp organization: Tokai University,Faculty of Nursing,Tokyo,Japan – sequence: 3 givenname: Hiroki surname: Matsumoto fullname: Matsumoto, Hiroki email: matsumoto@maebashi-it.ac.jp organization: Maebashi Institute of Technology,Systems Life Engineering,Maebashi,Japan |
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| Snippet | 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... |
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| SubjectTerms | Biomedical imaging Cameras contactless Information and communication technology Object detection object detection algorithm Personnel Position measurement respiratory rate vital signs YOLO |
| Title | Breath Counting Method using Object Detection Algorithm |
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