{"id":6977,"date":"2025-09-30T11:22:51","date_gmt":"2025-09-30T02:22:51","guid":{"rendered":"https:\/\/aizoth.com\/?p=6977"},"modified":"2026-09-15T11:43:43","modified_gmt":"2026-09-15T02:43:43","slug":"dnn_25","status":"publish","type":"post","link":"https:\/\/aizoth.com\/en\/2025\/09\/dnn_25\/","title":{"rendered":"Research Using Multi-Sigma\u00ae Published in Geriatrics"},"content":{"rendered":"\n

A research group led by Professor Yoshiharu Yokokawa at Shinshu University used Multi-Sigma\u00ae<\/a><\/strong> for data analysis in their study, \u201cExamination of Social Participation in Older Adults Undergoing Frailty Health Checkups Using Deep Learning Models.\u201d<\/em><\/p>\n\n\n\n

The study used machine learning models to examine social participation among older adults undergoing frailty health checkups, focusing on the issue of frailty and its impact on social participation. Multi-Sigma\u00ae<\/a><\/strong> was used to build a deep neural network (DNN) model for predicting social participation among the participants.<\/p>\n\n\n\n

Approximately 300 older adults participated in the study. Using 18 data items covering physical, cognitive, social, and other factors, the researchers compared three machine learning models.<\/p>\n\n\n\n

The DNN model built using Multi-Sigma\u00ae<\/a><\/strong> demonstrated balanced predictive performance and showed high sensitivity in identifying older adults who participated in social activities.<\/p>\n\n\n\n

The findings are expected to offer new possibilities for efforts to prevent social isolation among older adults and extend healthy life expectancy.<\/p>\n\n\n\n

For further details, please refer to the paper below.<\/p>\n\n\n\n

Publication Details<\/strong><\/p>\n\n\n\n

Title<\/strong>
Examination of Social Participation in Older Adults Undergoing Frailty Health Checkups Using Deep Learning Models<\/em><\/p>\n\n\n\n

Authors<\/strong>
Yoshiharu Yokokawa et al.<\/em><\/p>\n\n\n\n

Journal<\/strong>
Geriatrics<\/em> 2025, 10(5), 124<\/p>\n\n\n\n

Publication Year<\/strong>
2025<\/p>\n\n\n\n

DOI<\/strong>
https:\/\/doi.org\/10.3390\/geriatrics10050124<\/a><\/p>\n\n\n\n

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<\/p>\n","protected":false},"excerpt":{"rendered":"A research group led by Professor Yoshiharu Yokokawa at Shinshu University used Multi-Sigma\u00ae for data analysis … Research Using Multi-Sigma\u00ae Published in Geriatrics<\/span><\/a>","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_locale":"en_US","footnotes":""},"categories":[17],"tags":[],"class_list":["post-6977","post","type-post","status-publish","format-standard","hentry","category-news","en-US"],"acf":[],"_links":{"self":[{"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/posts\/6977","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/aizoth.com\/?rest_route=%2Fwp%2Fv2%2Fcomments&post=6977"}],"version-history":[{"count":5,"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/posts\/6977\/revisions"}],"predecessor-version":[{"id":9221,"href":"https:\/\/aizoth.com\/?rest_route=\/wp\/v2\/posts\/6977\/revisions\/9221"}],"wp:attachment":[{"href":"https:\/\/aizoth.com\/?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6977"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aizoth.com\/?rest_route=%2Fwp%2Fv2%2Fcategories&post=6977"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aizoth.com\/?rest_route=%2Fwp%2Fv2%2Ftags&post=6977"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}