書誌事項
- タイトル別名
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- Proposal for Subtype Classification Support for Orthostatic Dysregulation Using Multivariate Analysis Methods
- タヘンリョウ カイセキ オ モチイタ ショウニ キリツセイ チョウセツ ショウガイ ノ サブタイプ ブンルイ シエン ニ カンスル コウサツ
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<p>Orthostatic dysregulation (OD) is an autonomic nervous disorder of the circulatory system that occurs in students in the higher grades of elementary school and in high school. It has been reported to affect approximately 700,000 Japanese children and 30%-40% of children out of school. OD is often neglected because the primary symptoms reported by parents of children with OD include difficulty in waking up in the morning, headache, dizziness, and tiredness, which are also considered as personality traits. OD diagnosis is performed by a specialist in accordance with the guidelines established by the Japanese Society of Pediatric Psychosomatic Medicine in 2006. The test classifies OD into four subtypes, and each subtype is differently treated. However, because there are few OD specialists, a doctor's experience is often used for subtype classification. We attempted to determine the reproducibility of the doctor's rule of thumb using multivariate analysis, which is the simplest available method using the blood pressure and heart rate data obtained from the test. We obtained a discriminant accuracy of approximately 92% for the two most common OD subtypes. Despite the primary subtypes and limited subject data, we obtained positive results, potentially reproducing the doctor's rule of thumb.</p>
収録刊行物
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- 電気学会論文誌C(電子・情報・システム部門誌)
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電気学会論文誌C(電子・情報・システム部門誌) 141 (5), 676-684, 2021-05-01
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390569382246973440
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- NII論文ID
- 130008033188
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 031499127
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可