{"id":18117,"date":"2022-01-20T15:32:55","date_gmt":"2022-01-20T15:32:55","guid":{"rendered":"https:\/\/www.lifescienceart.com\/?p=18117"},"modified":"2022-01-20T15:32:55","modified_gmt":"2022-01-20T15:32:55","slug":"early-detection-parkinsons-disease-keystroke-analysis","status":"publish","type":"post","link":"https:\/\/www.lifescienceart.com\/tr\/science\/medical-research\/early-detection-parkinsons-disease-keystroke-analysis\/","title":{"rendered":"Tu\u015f Vuru\u015flar\u0131yla Parkinson Hastal\u0131\u011f\u0131n\u0131n Erken Te\u015fhisi: Gelece\u011fe Y\u00f6nelik Bir Yenilik"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Parkinson Hastal\u0131\u011f\u0131n\u0131n Erken Tespiti i\u00e7in Tu\u015f Vuru\u015flar\u0131n\u0131 Kullanmak: Gelecek Vadeden Bir Yenilik<\/h2>\n\n<h2 class=\"wp-block-heading\">Parkinson Hastal\u0131\u011f\u0131n\u0131n Erken Te\u015fhisi<\/h2>\n\n<p>Parkinson hastal\u0131\u011f\u0131, hareket etme, denge ve koordinasyonu etkileyen bir n\u00f6rolojik rahats\u0131zl\u0131kt\u0131r. Genellikle yava\u015f yava\u015f geli\u015fir ve etkili bir tedavi i\u00e7in erken tespit \u00e7ok \u00f6nemlidir. Geleneksel te\u015fhis y\u00f6ntemleri \u00e7o\u011fu zaman hastal\u0131k ilerledikten sonra ortaya \u00e7\u0131kabilecek fiziksel semptomlar\u0131 tan\u0131maya dayan\u0131r.<\/p>\n\n<h2 class=\"wp-block-heading\">Tu\u015f Vuru\u015fu Analizi: Yeni Bir Yakla\u015f\u0131m<\/h2>\n\n<p>Madrid-MIT M+Visi\u00f3n Konsorsiyumu&#8217;ndaki ara\u015ft\u0131rmac\u0131lar, tu\u015f vuru\u015fu zamanlamas\u0131 kullanarak Parkinson hastal\u0131\u011f\u0131n\u0131n erken belirtilerini tespit etmek i\u00e7in yeni bir yakla\u015f\u0131m geli\u015ftirdiler. Ki\u015filerin tu\u015flara bas\u0131p b\u0131rakma s\u00fcrelerini analiz ederek Parkinson hastal\u0131\u011f\u0131 olan ki\u015filerin tu\u015f vuru\u015fu zamanlamalar\u0131nda sa\u011fl\u0131kl\u0131 ki\u015filere k\u0131yasla daha fazla farkl\u0131l\u0131k g\u00f6sterdi\u011fini buldular.<\/p>\n\n<h2 class=\"wp-block-heading\">Makine \u00d6\u011frenimi ve Desen Tan\u0131ma<\/h2>\n\n<p>Ara\u015ft\u0131rmac\u0131lar, tu\u015f vuru\u015fu modellerini analiz etmek ve Parkinson hastal\u0131\u011f\u0131yla ili\u015fkili olabilecek ince farkl\u0131l\u0131klar\u0131 tespit etmek i\u00e7in makine \u00f6\u011frenimi algoritmalar\u0131 kulland\u0131lar. Algoritmalar\u0131 hem sa\u011fl\u0131kl\u0131 ki\u015filerden hem de Parkinson hastal\u0131\u011f\u0131 olan ki\u015filerden gelen veriler \u00fczerinde e\u011fiterek, iki grup aras\u0131nda y\u00fcksek do\u011frulukla ayr\u0131m yapabilen modeller geli\u015ftirdiler.<\/p>\n\n<h2 class=\"wp-block-heading\">Erken Te\u015fhis Potansiyeli<\/h2>\n\n<p>Bu tu\u015f vuru\u015fu analizi tekni\u011fi, geleneksel fiziksel semptomlar ortaya \u00e7\u0131kmadan \u00f6nce bile Parkinson hastal\u0131\u011f\u0131n\u0131n erken belirtilerini tespit etme potansiyeline sahiptir. Bu, hastal\u0131\u011f\u0131n ilerlemesini yava\u015flatabilecek veya hatta tamamen durdurabilecek daha erken m\u00fcdahale ve tedaviye yol a\u00e7abilir.<\/p>\n\n<h2 class=\"wp-block-heading\">Yorgunluk ve Di\u011fer N\u00f6rolojik Rahats\u0131zl\u0131klar<\/h2>\n\n<p>Tu\u015f vuru\u015fu analizi, Parkinson hastal\u0131\u011f\u0131n\u0131n yan\u0131 s\u0131ra yorgunlu\u011fu ve di\u011fer n\u00f6rolojik rahats\u0131zl\u0131klar\u0131 tespit etmede de umut verici sonu\u00e7lar g\u00f6stermi\u015ftir. Ara\u015ft\u0131rmac\u0131lar, tu\u015f vuru\u015flar\u0131n\u0131n zamanlamas\u0131n\u0131 analiz ederek, farkl\u0131 rahats\u0131zl\u0131klarla ili\u015fkili olan modelleri belirleyebilir ve n\u00f6rolojik sa\u011fl\u0131\u011f\u0131 de\u011ferlendirmek i\u00e7in invaziv olmayan ve objektif bir yol sunabilirler.<\/p>\n\n<h2 class=\"wp-block-heading\">Veri Toplama \u0130\u00e7in Kitle Kayna\u011f\u0131<\/h2>\n\n<p>Y\u00f6ntemlerini daha da geli\u015ftirmek i\u00e7in ara\u015ft\u0131rmac\u0131lar NeuroQWERTY adl\u0131 bir kitle kaynakl\u0131 uygulama geli\u015ftirdiler. Bu uygulama, sa\u011fl\u0131kl\u0131 ki\u015filerin ve Parkinson hastal\u0131\u011f\u0131 olan ki\u015filerin yazma verilerini anonim olarak payla\u015fmalar\u0131na olanak tan\u0131r. Toplanan veriler, ara\u015ft\u0131rmac\u0131lar\u0131n daha b\u00fcy\u00fck bir temel yazma modeli olu\u015fturmalar\u0131na ve te\u015fhis modellerinin do\u011frulu\u011funu art\u0131rmalar\u0131na yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n\n<h2 class=\"wp-block-heading\">Gelece\u011fe Y\u00f6nelik Hedefler<\/h2>\n\n<p>Ara\u015ft\u0131rmac\u0131lar, daha fazla kat\u0131l\u0131mc\u0131y\u0131 i\u00e7erecek \u015fekilde \u00e7al\u0131\u015fmalar\u0131n\u0131 geni\u015fletmeyi ve romatoid artrit ve zehirlenme gibi di\u011fer n\u00f6rolojik rahats\u0131zl\u0131klar\u0131 tespit etmek i\u00e7in tu\u015f vuru\u015fu analizinin kullan\u0131m\u0131n\u0131 ara\u015ft\u0131rmay\u0131 ama\u00e7lamaktad\u0131r. Ayr\u0131ca, teknolojilerini daha b\u00fcy\u00fck platformlarla b\u00fct\u00fcnle\u015ftirmek i\u00e7in teknoloji \u015firketleriyle ortakl\u0131klar kurarak ki\u015filerin veri toplamaya kat\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131rmak i\u00e7in \u00e7al\u0131\u015f\u0131yorlar.<\/p>\n\n<h2 class=\"wp-block-heading\">Potansiyel Etki<\/h2>\n\n<p>Bu tu\u015f vuru\u015fu analizi tekni\u011fi ba\u015far\u0131l\u0131 olursa, Parkinson hastal\u0131\u011f\u0131 ve di\u011fer n\u00f6rolojik rahats\u0131zl\u0131klar\u0131n erken te\u015fhisinde devrim yaratabilir. N\u00f6rolojik sa\u011fl\u0131\u011f\u0131 de\u011ferlendirmek i\u00e7in invaziv olmayan ve objektif bir y\u00f6ntem sunarak, daha erken m\u00fcdahaleye ve daha iyi hasta sonu\u00e7lar\u0131na yol a\u00e7abilir.<\/p>","protected":false},"excerpt":{"rendered":"<p>Parkinson Hastal\u0131\u011f\u0131n\u0131n Erken Tespiti i\u00e7in Tu\u015f Vuru\u015flar\u0131n\u0131 Kullanmak: Gelecek Vadeden Bir Yenilik Parkinson Hastal\u0131\u011f\u0131n\u0131n Erken Te\u015fhisi Parkinson hastal\u0131\u011f\u0131, hareket etme, denge ve koordinasyonu etkileyen bir n\u00f6rolojik rahats\u0131zl\u0131kt\u0131r. Genellikle yava\u015f yava\u015f&hellip;<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1862],"tags":[23250,2602,1541,19803,17463,23694],"class_list":["post-18117","post","type-post","status-publish","format-standard","hentry","category-medical-research","tag-data-collection","tag-early-detection","tag-machine-learning","tag-neurological-disorders","tag-parkinsons-disease","tag-keystroke-analysis"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/comments?post=18117"}],"version-history":[{"count":1,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18117\/revisions"}],"predecessor-version":[{"id":18118,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18117\/revisions\/18118"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/media?parent=18117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/categories?post=18117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/tags?post=18117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}