| Presentation | 2021-07-02 Extract feature of electro-cardiogram Naoya Tanaka, Akihiro Fujii, Hiroyasu Shimizu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Hear diseases has risk of sudden death.The diagnosis of the diseases is usually performed by visual identification from the electrocardiogram data.In this study, we extract waveforms from electrocardiogram data, then the characteristic of the form is classified by machine learning scheme.Risk evaluation is done automatically based on this classifications. We have proposed several machine learning algorithms in terms of risk assessments and compared them to find out optimal methodology for the data set. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ECG / deep learnig / automated diagnosis |
| Paper # | NLC2021-1 |
| Date of Issue | 2021-06-25 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-ICS |
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| Conference Date | 2021/7/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language processing and intelligent systems, and general topic of NLP |
| Chair | Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Takeshi Kobayakawa(NHK) |
| Secretary | Mitsuo Yoshida(Univ. of Tokyo) / Takeshi Kobayakawa(Hiroshima Univ. of Economics) |
| Assistant | Kanjin Takahashi(Sansan) / Ko Mitsuda(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Intelligence and Complex Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extract feature of electro-cardiogram |
| Sub Title (in English) | |
| Keyword(1) | ECG |
| Keyword(2) | deep learnig |
| Keyword(3) | automated diagnosis |
| 1st Author's Name | Naoya Tanaka |
| 1st Author's Affiliation | *(*) |
| 2nd Author's Name | Akihiro Fujii |
| 2nd Author's Affiliation | Hosei University(Hosei Univ.) |
| 3rd Author's Name | Hiroyasu Shimizu |
| 3rd Author's Affiliation | *(*) |
| Date | 2021-07-02 |
| Paper # | NLC2021-1 |
| Volume (vol) | vol.121 |
| Number (no) | NLC-82 |
| Page | pp.pp.1-6(NLC), |
| #Pages | 6 |
| Date of Issue | 2021-06-25 (NLC) |