{"id":51176,"date":"2021-10-01T06:58:46","date_gmt":"2021-10-01T04:58:46","guid":{"rendered":"https:\/\/smarthealth.live\/?p=51176"},"modified":"2021-10-06T18:36:08","modified_gmt":"2021-10-06T16:36:08","slug":"arythmies-cardiaques-utiliser-le-big-data-est-il-la-solution-pour-mieux-les-predire","status":"publish","type":"post","link":"https:\/\/smarthealth.live\/fr\/2021\/10\/01\/arythmies-cardiaques-utiliser-le-big-data-est-il-la-solution-pour-mieux-les-predire\/","title":{"rendered":"Arythmies cardiaques : utiliser le big data est-il la solution pour mieux les pr\u00e9dire ?"},"content":{"rendered":"

Quels patients cardiaques d\u00e9velopperont une complication apr\u00e8s leur infarctus ? Des chercheurs du Catharina Heart and Vascular Centre et de l'Universit\u00e9 de technologie d'Eindhoven tentent de r\u00e9pondre \u00e0 cette question dans le cadre du projet de recherche COMBAT-VT. L'objectif est de permettre aux cardiologues de d\u00e9terminer la probabilit\u00e9 de souffrir d\u2019une dysrythmie cardiaque.<\/strong><\/p>\n

L'intelligence artificielle et le big data prennent de l\u2019ampleur dans les sp\u00e9cialisations m\u00e9dicales. C\u2019est notamment le cas en cardiologie<\/a> o\u00f9 un projet de pr\u00e9diction de complications est en cours. Intitul\u00e9 COMBAT-VT, il est men\u00e9 par le centre n\u00e9erlandais Catharina Heart and Vascular et l'universit\u00e9 de technologie d'Eindhoven. Ce dernier est d\u00e9velopp\u00e9 pour permettre aux cardiologues de mieux pr\u00e9dire le d\u00e9veloppement d\u2019une arythmie apr\u00e8s un infarctus. Un outil qui, \u00e0 termes, ferait \u00e9voluer la prise en charge du patient.<\/p>\n

Exploitation du Big Data<\/h3>\n

Les techniques utilis\u00e9es pour d\u00e9velopper le projet font encore d\u00e9bat dans la communaut\u00e9 scientifique. En effet, l\u2019exploitation du big data et de l'IA fait encore l'objet de recherches. N\u00e9anmoins, COMBAT-VT est unique en son genre. En effet, \u00e0 ce jour, aucun ensemble d\u2019informations sp\u00e9cifiques n'est compil\u00e9 pour chaque patient. Cette fois, les donn\u00e9es disponibles vont \u00eatre examin\u00e9es afin de d\u00e9velopper des mod\u00e8les adapt\u00e9s \u00e0 un seul patient. Elles regroupent des images radiologiques, des ECG, et toutes autres mesures physiologiques pr\u00e9sentent dans le dossier m\u00e9dical. Les algorithmes vont alors tout analyser afin de d\u00e9terminer si la personne pr\u00e9sente un risque accru de faire des arythmies. Ces troubles cardiaques peuvent \u00eatre mortels.<\/p>\n

Le projet de recherche est dirig\u00e9 par le cardiologue Lukas Dekker de l'h\u00f4pital Catharina et l'ing\u00e9nieur biom\u00e9dical Ir. Frans van de Vosse de l'Universit\u00e9 de technologie d'Eindhoven. Le Catharina Heart and Vascular Centre est le plus grand centre cardiaque des Pays-Bas et est sp\u00e9cialis\u00e9 dans le traitement des troubles du rythme cardiaque.<\/p>\n

Collecte de donn\u00e9es<\/h4>\n

Le projet de recherche est tr\u00e8s ambitieux. Il comporte d\u2019ailleurs de nombreux d\u00e9fis. D\u00e8s le d\u00e9but, les chercheurs ont tent\u00e9 de trouver des r\u00e9ponses aux questions relatives \u00e0 la vie priv\u00e9e. Comment obtenir un ensemble de donn\u00e9es utilisables sans violer la l\u00e9gislation sur la protection de la vie priv\u00e9e en vigueur aux Pays-Bas ? Un aspect crucial abord\u00e9 d\u00e8s le projet pilote.<\/p>\n

Et cette \u00e9pineuse question signifie que le plan de recherches prendra beaucoup de temps. L'h\u00f4pital lui-m\u00eame a d\u00e9clar\u00e9 qu'il fallait \u00ab trouver une nouvelle fa\u00e7on d'inclure les patients<\/em> \u00bb. Pour trouver les 50 participants du projet pilote, cela a pris plus de 100 jours. Ainsi, les chercheurs comptent sur le \u00ab don de donn\u00e9es \u00bb. En d\u2019autres termes, ils invitent les malades \u00e0 autoriser l\u2019utilisation de leurs informations m\u00e9dicales. Reste encore \u00e0 savoir si les infrastructures informatiques des h\u00f4pitaux sont suffisamment \u00e9quip\u00e9es pour recevoir et traiter ce volume d\u2019informations.<\/p>\n","protected":false},"excerpt":{"rendered":"

Des chercheurs souhaitent permettre aux cardiologues de d\u00e9terminer la probabilit\u00e9 de souffrir d\u2019une dysrythmie cardiaque.<\/p>\n","protected":false},"author":43,"featured_media":51145,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4653,4660],"tags":[4610,5187,5190,5189,5092,5186,5188],"class_list":["post-51176","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-recherche","category-technologie-fr","tag-artificial-intelligence-fr","tag-arythmie","tag-big-data-fr","tag-cardiologie-fr","tag-ia","tag-protection-de-des-donnees","tag-troubles-cardiaques"],"acf":[],"yoast_head":"\nArythmies cardiaques : utiliser le big data est-il la solution pour mieux les pr\u00e9dire ? - Smarthealth<\/title>\n<meta name=\"description\" content=\"Des chercheurs souhaitent permettre aux cardiologues de d\u00e9terminer la probabilit\u00e9 de 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