| Presentation | 2023-05-16 Exploratory study of coordinated movement characteristics based on causality to assist decision making in ASD diagnosis Maresuke Seta, Yoshimasa Ohmoto, Hirokazu Kumazaki, Ryoichiro Iwanaga, Akira Imamura, Hitomi Shimizu, Kazunori Terada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the demand for diagnosis of autism spectrum disorder has increased. In order to provide sufficient resources to meet this demand, machine learning interventions can be effective in assisting decision making in the medical field. Therefore, in order to confirm the utility of machine learning interventions in the field of diagnosis, this paper describes the development of a model to predict screening indicators that are widely used in the diagnosis process. As a research method, quantitative explanatory variables based on causality were obtained from "one-legged standing," which is performed as screening, and qualitative screening indicators were predicted. As a result, it was confirmed that there is a rough relationship between the screening score and the predicted value , but some problems remain before the model can be used practically. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ASD / Decision-making assistance |
| Paper # | HCS2023-40,HIP2023-40 |
| Date of Issue | 2023-05-08 (HCS, HIP) |
| Conference Information | |
| Committee | HIP / HCS / HI-SIGCE |
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| Conference Date | 2023/5/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Enhancing, Human Communications, and Human Information Processing |
| Chair | Yuji Wada(Ritsumeikan Univ.) / Tomoko Kanda(Osaka Inst. of Tech.) |
| Vice Chair | Hiroyuki Umemoto(AIST) / Sachiko Kiyokawa(Univ. Tokyo) / Yugo Hayashi(Ritsumeikan Univ.) / Masashi Komori(Osaka Electro-Comm. Univ.) |
| Secretary | Hiroyuki Umemoto(Kyushu Univ.) / Sachiko Kiyokawa(NICT) / Yugo Hayashi(Nihon Univ.) / Masashi Komori(Kanagawa Univ.) / (Tokiwa Univ.) |
| Assistant | Ippei Negishi(Kanazawa Inst. of Tech.) / Daisuke Tanaka(Tottori Univ.) / HUANG HUNGHSUAN(Univ. of Fukuchiyama) / Jun Ichikawa(Shizuoka Univ.) / Kazuki Takashima(Tohoku Univ.) / Hiroto Saito(Tokyo Denki Univ.) / Ryo Ishii(NTT) / Yoshimasa Ohmoto(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing / Technical Committee on Human Communication Science / Special Interest Group on Communication Enhancement |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Exploratory study of coordinated movement characteristics based on causality to assist decision making in ASD diagnosis |
| Sub Title (in English) | |
| Keyword(1) | ASD |
| Keyword(2) | Decision-making assistance |
| 1st Author's Name | Maresuke Seta |
| 1st Author's Affiliation | Shizuoka University(Shizuoka Univ) |
| 2nd Author's Name | Yoshimasa Ohmoto |
| 2nd Author's Affiliation | Shizuoka University(Shizuoka Univ) |
| 3rd Author's Name | Hirokazu Kumazaki |
| 3rd Author's Affiliation | Nagasaki University(Nagasaki Univ) |
| 4th Author's Name | Ryoichiro Iwanaga |
| 4th Author's Affiliation | Nagasaki University(Nagasaki Univ) |
| 5th Author's Name | Akira Imamura |
| 5th Author's Affiliation | Nagasaki University(Nagasaki Univ) |
| 6th Author's Name | Hitomi Shimizu |
| 6th Author's Affiliation | Nagasaki University(Nagasaki Univ) |
| 7th Author's Name | Kazunori Terada |
| 7th Author's Affiliation | Gifu University(Gifu Univ) |
| Date | 2023-05-16 |
| Paper # | HCS2023-40,HIP2023-40 |
| Volume (vol) | vol.123 |
| Number (no) | HCS-24,HIP-25 |
| Page | pp.pp.200-205(HCS), pp.200-205(HIP), |
| #Pages | 6 |
| Date of Issue | 2023-05-08 (HCS, HIP) |