Advanced Telecommunications Research Institute International

Yuuto Kashiwagi

Mitsuo Kawato

Okito Yamashita

Ayumu Yamashita

Yuji Takahara

Yuki Sakai

Tomoki Tokuda

Junichiro Yoshimoto

A brain functional connectivity correlation value clustering device for clustering subjects having a prescribed attribute on the basis of brain measurement data obtained from a plurality of facilities, wherein a plurality of MRI devices capture resting state fMRI image data of a healthy cohort and a patient cohort; a computing systemperforms generation of an identifier as ensemble learning of 'supervised learning' between harmonized component values of correlation matrixes and disease labels of each of the subjects, selects, during the ensemble learning, features for clustering in accordance with importance from the features specified for generating an identifier for a disease label, and performs multiple co-clustering by “unsupervised learning.”

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Growing community of inventors

Soraku-gun, Japan

Yuuto Kashiwagi