| 研究課題/領域番号 |
23K14813
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| 研究機関 | 千葉大学 |
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研究代表者 |
BhusalChhatkuli Ritu 千葉大学, 子どものこころの発達教育研究センター, 特任助教 (50836591)
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| 研究期間 (年度) |
2023-04-01 – 2026-03-31
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| キーワード | Anorexia / Classification / MRI / Biomarkers / Machine Learning |
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| 研究実績の概要 |
The purpose of this research is to classify anorexia nervosa (AN) from healthy controls using structural MR images and to identify the neuro anatomical biomarkers of anorexia. The first step of research is completed with successful classification using machine learning algorithms such as gradient boosting and Boruta with random forest. Results have been presented in the cognitive behavioral therapy conference (EABCT 2023, Antalya ,Turkey).A research paper has been submitted and is under review.
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| 現在までの達成度 (区分) |
現在までの達成度 (区分)
2: おおむね順調に進展している
理由
Initial stage of the research went smoothly with significant results already submitted to the scientific journal.
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| 今後の研究の推進方策 |
In future, once the paper is accepted, second phase of the research will start with more number of patient data set, and pre and post MR images for the prediction of treatment response. Also, classification of other eating and psychological disorders such as Bulimia Nervosa, Obsessive compulsive disorders will be analyzed.
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| 次年度使用額が生じた理由 |
This year the volunteers study used were already recruited for some other projects and since it was initial study the calculations were performed in existing machines. However, for next Fiscal year, the amount will be used for recruiting volunteers, buying advanced calculating server, attending conferences and Journal publishing fees etc.
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