SOＭ有意度の統計的評価と眼底画像解析への応用

抄録

Unlike classical statistical treatment, Tokutaka et al. proposed a significance by SOM based on a new concept that "significance is a magnitude relation between two data class elements". There are several applications of the proposed method by Tokutaka et al., However, since the proposed method is a new concept, it is not yet enough to elucidate basic characteristics.Therefore, We propose a new statistical performance evaluation applying multiple regression analysis to significance by SOM and confirm its effectiveness with benchmark data. Moreover, it is applied to the significance in the fundus image analysis and the validity of the statistical performance evaluation is confirmed from the fundus image data.