{"id":434082,"date":"2026-08-24T17:23:59","date_gmt":"2026-08-24T09:23:59","guid":{"rendered":"https:\/\/library.usj.edu.mo\/?post_type=tnc_col_19837_item&#038;p=434082"},"modified":"2026-08-24T18:33:04","modified_gmt":"2026-08-24T10:33:04","slug":"doctor-bone-treinamento-de-redes-neurais-para-auxilio-na-identificacao-da-idade-ossea","status":"publish","type":"tnc_col_19837_item","link":"https:\/\/library.usj.edu.mo\/zh\/scholarly-work-usj\/doctor-bone-treinamento-de-redes-neurais-para-auxilio-na-identificacao-da-idade-ossea\/","title":{"rendered":"DOCTOR BONE: TREINAMENTO DE REDES NEURAIS PARA AUX\u00cdLIO NA IDENTIFICA\u00c7\u00c3O DA IDADE \u00d3SSEA"},"content":{"rendered":"<p>OBJETIVO: EXPLORAR A APLICA\u00c7\u00c3O DE INTELIG\u00caNCIA ARTIFICIAL (IA) NA PREDI\u00c7\u00c3O DA IDADE \u00d3SSEA A PARTIR DE IMAGENS DE RAIOS-X. M\u00c9TODO: UTILIZOU-SE A METODOLOGIA INTERDISCIPLINAR PARA O DESENVOLVIMENTO DE TECNOLOGIAS EM SA\u00daDE (MIDTS) PARA DESENVOLVER UMA FERRAMENTA DE PREDI\u00c7\u00c3O. O TREINAMENTO FOI REALIZADO COM REDES NEURAIS CONVOLUCIONAIS (CNNS) USANDO UM CONJUNTO DE DADOS DE 14.036 IMAGENS DE RAIOS-X. RESULTADOS: A FERRAMENTA ALCAN\u00c7OU UM COEFICIENTE DE DETERMINA\u00c7\u00c3O (R\u00b2) DE 0,94807 E UM ERRO M\u00c9DIO ABSOLUTO (MAE) DE 6,97, DESTACANDO SUA PRECIS\u00c3O E POTENCIAL DE APLICA\u00c7\u00c3O CL\u00cdNICA. CONCLUS\u00c3O: O PROJETO DEMONSTROU GRANDE POTENCIAL PARA APRIMORAR A PREDI\u00c7\u00c3O DA IDADE \u00d3SSEA, COM POSSIBILIDADES DE EVOLU\u00c7\u00c3O CONFORME A BASE DE DADOS AUMENTA E A IA SE TORNA MAIS SOFISTICADA.<\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","class_list":["post-434082","tnc_col_19837_item","type-tnc_col_19837_item","status-publish","format-standard","hentry","tnc_tax_19818-portuguese","tnc_tax_19716-faculty-of-business-and-law","tnc_tax_19659-journal-article"],"taxonomy_info":[],"featured_image_src_large":false,"author_info":[],"comment_info":0,"featured_img":false,"coauthors":[],"author_meta":{"author_link":"https:\/\/library.usj.edu.mo\/zh\/author\/emilychan\/","display_name":"emily chan"},"relative_dates":{"created":"Posted 1 \u5929 ago","modified":"Updated 1 \u5929 ago"},"absolute_dates":{"created":"Posted on 24 8 \u6708, 2026","modified":"Updated on 24 8 \u6708, 2026"},"absolute_dates_time":{"created":"Posted on 24 8 \u6708, 2026 5:23 \u4e0b\u5348","modified":"Updated on 24 8 \u6708, 2026 6:33 \u4e0b\u5348"},"featured_img_caption":"","tax_additional":{"tnc_tax_19993":{"linked":[],"unlinked":[],"slug":"tnc_tax_19993","name":"SDGs"},"tnc_tax_19818":{"linked":["<a href=\"https:\/\/library.usj.edu.mo\/zh\/language\/portuguese\/\" class=\"advgb-post-tax-term\">PORTUGUESE<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">PORTUGUESE<\/span>"],"slug":"tnc_tax_19818","name":"LANGUAGE"},"tnc_tax_19716":{"linked":["<a href=\"https:\/\/library.usj.edu.mo\/zh\/faculty-research-unit\/faculty-of-business-and-law\/\" class=\"advgb-post-tax-term\">FACULTY OF BUSINESS AND LAW<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">FACULTY OF BUSINESS AND LAW<\/span>"],"slug":"tnc_tax_19716","name":"FACULTY \/ RESEARCH UNIT"},"tnc_tax_19664":{"linked":[],"unlinked":[],"slug":"tnc_tax_19664","name":"SUBJECT"},"tnc_tax_19659":{"linked":["<a href=\"https:\/\/library.usj.edu.mo\/zh\/resource-type\/journal-article\/\" class=\"advgb-post-tax-term\">Journal Article<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Journal Article<\/span>"],"slug":"tnc_tax_19659","name":"Document Type"}},"series_order":"","_links":{"self":[{"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/tnc_col_19837_item\/434082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/tnc_col_19837_item"}],"about":[{"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/types\/tnc_col_19837_item"}],"replies":[{"embeddable":true,"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/comments?post=434082"}],"version-history":[{"count":1,"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/tnc_col_19837_item\/434082\/revisions"}],"predecessor-version":[{"id":436298,"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/tnc_col_19837_item\/434082\/revisions\/436298"}],"wp:attachment":[{"href":"https:\/\/library.usj.edu.mo\/zh\/wp-json\/wp\/v2\/media?parent=434082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}