| Presentation | 2020-12-18 Highly Reliable Screening System for Infectious Diseases using Contact-less Medical Radar and Data Quality Assessment Machine Learning Koki Kumagai, Koichiro Ishibashi, Guanghao Sun, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A quarantine based on body temperature has been carried out to prevent the spread of infectious diseases. However, body temperature is affected by factors other than health statuses, such as environmental temperature and age. Therefore, a new quarantine based on the standard deviation of heart rate, respiratory rate, and heart rate interval measured by contact-less medical radar has been proposed. Here, contact-less measured biological signals are characterized by poor quality due to the effects of body movements and other disturbances. To this end, this paper proposes a quarantine system based on an evaluation of the validity of measurements and signal processing for biometric information in healthy individuals and dengue infected patients. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | quarantine system / machine learning / quality assessment |
| Paper # | MBE2020-21 |
| Date of Issue | 2020-12-11 (MBE) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2020/12/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takashi Watanabe(Tohoku Univ.) / Kazuyuki Samejima(Tamagawa Univ) |
| Vice Chair | Ryuhei Okuno(Setsunan Univ.) / Rieko Osu(Waseda Univ.) |
| Secretary | Ryuhei Okuno(Akita-noken) / Rieko Osu(NTT) |
| Assistant | Akihiro Karashima(Tohoku Inst. of Tech.) / Jun Akazawa(Meiji Univ. of Integrative Medicine) / Ken Takiyama(TUAT) / Nobuhiko Wagatsuma(Toho Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Highly Reliable Screening System for Infectious Diseases using Contact-less Medical Radar and Data Quality Assessment Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | quarantine system |
| Keyword(2) | machine learning |
| Keyword(3) | quality assessment |
| 1st Author's Name | Koki Kumagai |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Koichiro Ishibashi |
| 2nd Author's Affiliation | The University of Electro-Communications(UEC) |
| 3rd Author's Name | Guanghao Sun |
| 3rd Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2020-12-18 |
| Paper # | MBE2020-21 |
| Volume (vol) | vol.120 |
| Number (no) | MBE-301 |
| Page | pp.pp.8-11(MBE), |
| #Pages | 4 |
| Date of Issue | 2020-12-11 (MBE) |