{"id":3124,"date":"2026-03-16T14:00:25","date_gmt":"2026-03-16T11:00:25","guid":{"rendered":"https:\/\/ekonomievreni.com\/?p=3124"},"modified":"2026-03-16T14:00:26","modified_gmt":"2026-03-16T11:00:26","slug":"yapay-zekanin-onerdigi-diyet-planlari-ergenler-icin-riskler-barindiriyor","status":"publish","type":"post","link":"https:\/\/ekonomievreni.com\/?p=3124","title":{"rendered":"Yapay zek\u00e2n\u0131n \u00f6nerdi\u011fi diyet planlar\u0131 ergenler i\u00e7in riskler bar\u0131nd\u0131r\u0131yor"},"content":{"rendered":"\n

\u0130stanbul Atlas \u00dcniversitesi Sa\u011fl\u0131k Bilimleri Fak\u00fcltesi Beslenme ve Diyetetik B\u00f6l\u00fcm\u00fc Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe Bet\u00fcl Demirba\u015f Bilen ve Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan taraf\u0131ndan ger\u00e7ekle\u015ftirilen bir ara\u015ft\u0131rma, yapay zek\u00e2 taraf\u0131ndan olu\u015fturulan diyet planlar\u0131n\u0131n \u00f6zellikle ergenlerde geli\u015fimi olumsuz y\u00f6nde etkileyebilecek riskler bar\u0131nd\u0131rd\u0131\u011f\u0131n\u0131 ortaya koydu. Yapay zek\u00e2l\u0131 diyet planlar\u0131n\u0131n ergenlerde besin al\u0131m\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde k\u0131s\u0131tlamay\u0131 \u00f6nerdi\u011fini belirten Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe Bet\u00fcl Demirba\u015f Bilen ve Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan, ergenlik d\u00f6neminin b\u00fcy\u00fcme ve geli\u015fim a\u00e7\u0131s\u0131ndan kritik bir d\u00f6nem olmas\u0131 nedeniyle bu t\u00fcr dengesiz beslenme modellerinin uzun vadede sa\u011fl\u0131k \u00fczerinde olumsuz etkiler olu\u015fturabilece\u011fini s\u00f6yledi.<\/span><\/span><\/span><\/b><\/p>\n

\u0130stanbul Atlas \u00dcniversitesi Sa\u011fl\u0131k Bilimleri Fak\u00fcltesi Beslenme ve Diyetetik B\u00f6l\u00fcm\u00fc Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe Bet\u00fcl Demirba\u015f Bilen ve Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan taraf\u0131ndan ger\u00e7ekle\u015ftirilen \u201cArtificial Intelligence Diet Plans Underestimate Nutrient Intake Compared to Dietitians in Adolescents\u201d ba\u015fl\u0131kl\u0131 ara\u015ft\u0131rma \u00e7al\u0131\u015fmas\u0131, uluslararas\u0131 bilimsel dergi Frontiers in Nutrition\u2019da yay\u0131mland\u0131.<\/p>\n

Diyetisyenlerin olu\u015fturdu\u011fu bilimsel diyet planlar\u0131 ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131<\/b><\/p>\n

\u00c7al\u0131\u015fmada yayg\u0131n olarak kullan\u0131lan yapay zek\u00e2 sohbet sistemleri taraf\u0131ndan olu\u015fturulan diyet planlar\u0131 ile diyetisyenler taraf\u0131ndan bilimsel k\u0131lavuzlara uygun \u015fekilde haz\u0131rlanan diyet planlar\u0131 kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131.<\/span><\/span><\/span><\/span><\/span><\/span>
\u00a0<\/p>\n

Be\u015f yapay zeka modeli ile 60 adet diyet plan\u0131 olu\u015fturuldu<\/span><\/span><\/span><\/b><\/span><\/span><\/span><\/p>\n

Yapay zek\u00e2 tabanl\u0131 beslenme \u00f6nerilerinin halk aras\u0131nda giderek yayg\u0131nla\u015fsa da \u00f6zellikle b\u00fcy\u00fcme ve geli\u015fme d\u00f6nemindeki ergenler i\u00e7in \u00fcretilen diyetlerin do\u011frulu\u011fu ve g\u00fcvenilirli\u011finin yeterince bilinmedi\u011fini kaydeden Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe Bet\u00fcl Demirba\u015f Bilen, \u015funlar\u0131 s\u00f6yledi:<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u201cBu \u00e7al\u0131\u015fma, farkl\u0131 yapay zek\u00e2 modelleri taraf\u0131ndan olu\u015fturulan diyetlerin besin i\u00e7eri\u011fini diyetisyen referans planlar\u0131yla kar\u015f\u0131la\u015ft\u0131rarak yapay zekan\u0131n klinik ge\u00e7erlili\u011fini de\u011ferlendirmeyi ama\u00e7lam\u0131\u015ft\u0131r. Bu kesitsel ve kar\u015f\u0131la\u015ft\u0131rmal\u0131 \u00e7al\u0131\u015fmada, d\u00f6rt standartla\u015ft\u0131r\u0131lm\u0131\u015f ergen profili i\u00e7in be\u015f yapay zek\u00e2 modeli taraf\u0131ndan iki oturumda toplam 60 adet \u00fc\u00e7 g\u00fcnl\u00fck diyet plan\u0131 olu\u015fturulmu\u015ftur. Her profil i\u00e7in bir diyetisyen referans plan\u0131 haz\u0131rlanm\u0131\u015ft\u0131r. Enerji ve makro-mikro besinler BeBiS (Beslenme Bilgi Sistemi) ile analiz edilmi\u015ftir. Kar\u015f\u0131la\u015ft\u0131rmalar tek \u00f6rneklem\u00a0t-<\/i>\u00a0testi, Cohen’s d ve Bland-Altman uyum analizleri ile de\u011ferlendirilmi\u015ftir.\u201d<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00d6nemli sapmalar\u0131n olu\u015fabildi\u011fi g\u00f6sterildi<\/span><\/span><\/span><\/b><\/p>\n

Ara\u015ft\u0131rma sonu\u00e7lar\u0131, yapay zek\u00e2 taraf\u0131ndan olu\u015fturulan diyet planlar\u0131n\u0131n \u00f6zellikle ergenlerde g\u00fcnl\u00fck enerji ihtiyac\u0131n\u0131 ortalama yakla\u015f\u0131k 700 kcal daha d\u00fc\u015f\u00fck hesaplayabildi\u011fini ve makro besin da\u011f\u0131l\u0131m\u0131nda karbonhidrat\u0131n azalmas\u0131, protein ve ya\u011f oranlar\u0131n\u0131n artmas\u0131 y\u00f6n\u00fcnde sapmalar olu\u015fabildi\u011fini g\u00f6sterdi.<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Yapay zek\u00e2 modellerinin, enerji (sapma: +695 kcal), protein (+19,9 g), lipit (+15,8 g) ve karbonhidrat (+114,6 g) de\u011ferlerini sistematik olarak d\u00fc\u015f\u00fck hesaplama e\u011filiminde oldu\u011funu kaydeden Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan, \u201cMakro besin y\u00fczdelerinde, protein (Y\u00fczde 21,5\u201323,7) ve lipit (Y\u00fczde 41,5\u201344,5) oranlar\u0131 \u00f6nerilen ergen k\u0131lavuzlar\u0131n\u0131n \u00fczerindeyken, karbonhidrat oranlar\u0131 (Y\u00fczde 32,4\u201336,3) \u00f6nemli \u00f6l\u00e7\u00fcde alt\u0131ndayd\u0131. Mikro besin i\u00e7eriklerinde modeller aras\u0131nda \u00f6nemli farkl\u0131l\u0131klar g\u00f6zlemlendi ve hi\u00e7bir model t\u00fcm besinler a\u00e7\u0131s\u0131ndan diyetisyene tutarl\u0131 bir yak\u0131nl\u0131k g\u00f6stermedi\u201d diye konu\u015ftu.<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Ergenlik d\u00f6neminde dengesiz beslenme modelleri risk olu\u015fturuyor<\/span><\/span><\/span><\/b><\/span><\/span><\/span><\/p>\n

Yapay zek\u00e2 modellerinin, ergenler i\u00e7in haz\u0131rlanan diyet planlar\u0131nda hem makro hem de mikro d\u00fczeyde klinik olarak \u00f6nemli sapmalar g\u00f6sterdi\u011fini kaydeden Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan, ergenlik d\u00f6neminin b\u00fcy\u00fcme ve geli\u015fim a\u00e7\u0131s\u0131ndan kritik bir d\u00f6nem olmas\u0131 nedeniyle bu t\u00fcr dengesiz beslenme modellerinin uzun vadede sa\u011fl\u0131k \u00fczerinde olumsuz etkiler olu\u015fturabilece\u011fini s\u00f6yledi.<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Dr. \u00d6\u011fr. \u00dcyesi G\u00fclen Ecem Kalkan, \u201cBulgular, yapay zek\u00e2 tabanl\u0131 diyet \u00f6nerilerinin profesyonel g\u00f6zetim olmadan kullan\u0131lmas\u0131n\u0131n uygun olmad\u0131\u011f\u0131n\u0131 ve bu alanda daha g\u00fcvenilir veri \u00fcretimi i\u00e7in model iyile\u015ftirmelerine duyulan ihtiyac\u0131 vurgulamaktad\u0131r\u201d dedi.<\/p>\n

Ara\u015ft\u0131rma uluslararas\u0131 bas\u0131nda yer ald\u0131<\/b><\/p>\n

\u00c7al\u0131\u015fma yay\u0131mlanmas\u0131n\u0131n ard\u0131ndan uluslararas\u0131 bas\u0131nda da geni\u015f yer buldu. Ara\u015ft\u0131rma bulgular\u0131, 30\u2019a yak\u0131n uluslararas\u0131 medya kurulu\u015funda haber olarak yer ald\u0131.<\/span><\/span><\/span><\/p>\n

\u00a0<\/p>\n

Kaynak: (BYZHA) Beyaz Haber Ajans\u0131<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0130stanbul Atlas \u00dcniversitesi Sa\u011fl\u0131k Bilimleri Fak\u00fcltesi Beslenme ve Diyetetik B\u00f6l\u00fcm\u00fc Dr.<\/p>\n","protected":false},"author":1,"featured_media":3125,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-3124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-saglik"],"_links":{"self":[{"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/posts\/3124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3124"}],"version-history":[{"count":1,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/posts\/3124\/revisions"}],"predecessor-version":[{"id":3126,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/posts\/3124\/revisions\/3126"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=\/wp\/v2\/media\/3125"}],"wp:attachment":[{"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ekonomievreni.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}