{"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\/ro\/science\/medical-research\/early-detection-parkinsons-disease-keystroke-analysis\/","title":{"rendered":"Detectarea bolii Parkinson \u00een stadiu incipient prin analiza ap\u0103s\u0103rii tastelor: O inova\u021bie promi\u021b\u0103toare"},"content":{"rendered":"

Detectarea bolii Parkinson prin analiza ap\u0103s\u0103rii tastelor: O inova\u021bie promi\u021b\u0103toare<\/h2>\n\n

Depistarea precoce a bolii Parkinson<\/h2>\n\n

Boala Parkinson este o afec\u021biune neurologic\u0103 ce afecteaz\u0103 mi\u0219carea, echilibrul \u0219i coordonarea. De regul\u0103, se dezvolt\u0103 treptat, iar depistarea precoce este esen\u021bial\u0103 pentru un tratament eficient. Metodele tradi\u021bionale de diagnostic se bazeaz\u0103 adesea pe recunoa\u0219terea simptomelor fizice, care este posibil s\u0103 nu apar\u0103 dec\u00e2t dup\u0103 ce boala a progresat.<\/p>\n\n

Analiza ap\u0103s\u0103rii tastelor: O abordare nou\u0103<\/h2>\n\n

Cercet\u0103torii de la Madrid-MIT M+Visi\u00f3n Consortium au dezvoltat o abordare nou\u0103 pentru detectarea semnelor timpurii ale bolii Parkinson, utiliz\u00e2nd momentul ap\u0103s\u0103rii tastelor. Analiz\u00e2nd timpul necesar persoanelor pentru a ap\u0103sa \u0219i a elibera tastele, au descoperit c\u0103 persoanele cu boala Parkinson prezint\u0103 o varia\u021bie mai mare \u00een ceea ce prive\u0219te momentul ap\u0103s\u0103rii tastelor \u00een compara\u021bie cu persoanele s\u0103n\u0103toase.<\/p>\n\n

Machine Learning \u0219i recunoa\u0219terea modelelor<\/h2>\n\n

Cercet\u0103torii au utilizat algoritmi de machine learning pentru a analiza modelele de ap\u0103sare a tastelor \u0219i pentru a identifica diferen\u021be subtile care ar putea fi asociate cu boala Parkinson. Instruind algoritmii cu date provenite at\u00e2t de la persoane s\u0103n\u0103toase, c\u00e2t \u0219i de la persoane cu boala Parkinson, au reu\u0219it s\u0103 dezvolte modele care puteau distinge \u00eentre cele dou\u0103 grupuri cu o acurate\u021be ridicat\u0103.<\/p>\n\n

Poten\u021bialul detect\u0103rii precoce<\/h2>\n\n

Aceast\u0103 tehnic\u0103 de analiz\u0103 a ap\u0103s\u0103rii tastelor are poten\u021bialul de a detecta semne timpurii ale bolii Parkinson, chiar \u00eenainte de apari\u021bia simptomelor fizice tradi\u021bionale. Acest lucru poate duce la o interven\u021bie \u0219i un tratament mai precoce, ceea ce poate \u00eencetini progresia bolii sau chiar o poate opri cu totul.<\/p>\n\n

Oboseala \u0219i alte afec\u021biuni neurologice<\/h2>\n\n

Pe l\u00e2ng\u0103 boala Parkinson, analiza ap\u0103s\u0103rii tastelor s-a dovedit promi\u021b\u0103toare \u0219i \u00een detectarea oboselii \u0219i a altor afec\u021biuni neurologice. Analiz\u00e2nd momentul ap\u0103s\u0103rii tastelor, cercet\u0103torii pot identifica modele asociate cu diferite afec\u021biuni, oferind o modalitate neinvaziv\u0103 \u0219i obiectiv\u0103 de evaluare a s\u0103n\u0103t\u0103\u021bii neurologice.<\/p>\n\n

Colectarea datelor prin crowdsourcing<\/h2>\n\n

Pentru a-\u0219i rafina \u0219i mai mult metoda, cercet\u0103torii au dezvoltat o aplica\u021bie de crowdsourcing numit\u0103 NeuroQWERTY. Aceast\u0103 aplica\u021bie permite persoanelor s\u0103n\u0103toase \u0219i persoanelor cu boala Parkinson s\u0103 \u00ee\u0219i contribuie datele de tastare \u00een mod anonim. Datele colectate \u00eei vor ajuta pe cercet\u0103tori s\u0103 stabileasc\u0103 o baz\u0103 de referin\u021b\u0103 mai ampl\u0103 a modelelor de tastare \u0219i s\u0103 \u00eembun\u0103t\u0103\u021beasc\u0103 acurate\u021bea modelelor lor de diagnostic.<\/p>\n\n

Direc\u021bii viitoare<\/h2>\n\n

Cercet\u0103torii \u00ee\u0219i propun s\u0103 \u00ee\u0219i extind\u0103 studiul pentru a include un grup mai mare de participan\u021bi \u0219i s\u0103 exploreze utilizarea analizei ap\u0103s\u0103rii tastelor pentru detectarea altor afec\u021biuni neurologice, cum ar fi artrita reumatoid\u0103 \u0219i intoxica\u021bia. De asemenea, colaboreaz\u0103 cu companii de tehnologie pentru a-\u0219i integra tehnologia \u00een platforme mai ample, facilit\u00e2nd participarea persoanelor la colectarea de date.<\/p>\n\n

Impact poten\u021bial<\/h2>\n\n

Dac\u0103 are succes, aceast\u0103 tehnic\u0103 de analiz\u0103 a ap\u0103s\u0103rii tastelor ar putea revolu\u021biona detectarea precoce a bolii Parkinson \u0219i a altor afec\u021biuni neurologice. Oferind o modalitate neinvaziv\u0103 \u0219i obiectiv\u0103 de evaluare a s\u0103n\u0103t\u0103\u021bii neurologice, ar putea duce la o interven\u021bie mai precoce \u0219i la rezultate \u00eembun\u0103t\u0103\u021bite pentru pacien\u021bi.<\/p>","protected":false},"excerpt":{"rendered":"

Detectarea bolii Parkinson prin analiza ap\u0103s\u0103rii tastelor: O inova\u021bie promi\u021b\u0103toare Depistarea precoce a bolii Parkinson Boala Parkinson este o afec\u021biune neurologic\u0103 ce afecteaz\u0103 mi\u0219carea, echilibrul \u0219i coordonarea. De regul\u0103, se…<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1862],"tags":[23694,17463,23250,2602,1541,19803],"class_list":["post-18117","post","type-post","status-publish","format-standard","hentry","category-medical-research","tag-keystroke-analysis","tag-parkinsons-disease","tag-data-collection","tag-early-detection","tag-machine-learning","tag-neurological-disorders"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/posts\/18117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/comments?post=18117"}],"version-history":[{"count":1,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/posts\/18117\/revisions"}],"predecessor-version":[{"id":18118,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/posts\/18117\/revisions\/18118"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/media?parent=18117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/categories?post=18117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/ro\/wp-json\/wp\/v2\/tags?post=18117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}