{"id":2142,"date":"2023-06-29T19:54:08","date_gmt":"2023-06-29T19:54:08","guid":{"rendered":"https:\/\/dailyai.com\/?p=2142"},"modified":"2023-06-30T21:37:40","modified_gmt":"2023-06-30T21:37:40","slug":"ai-system-outperforms-medical-experts-in-identifying-sperm","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/06\/ai-system-outperforms-medical-experts-in-identifying-sperm\/","title":{"rendered":"Un syst\u00e8me d'IA surpasse les experts m\u00e9dicaux dans l'identification des spermatozo\u00efdes"},"content":{"rendered":"

Des chercheurs de l'Universit\u00e9 de technologie de Sydney (UTS) ont mis au point un outil d'IA permettant d'identifier les spermatozo\u00efdes chez les hommes souffrant d'infertilit\u00e9 s\u00e9v\u00e8re plus rapidement et plus pr\u00e9cis\u00e9ment que les professionnels de la sant\u00e9.<\/strong><\/p>\n

L'\u00e9tude<\/a> a \u00e9t\u00e9 pr\u00e9sent\u00e9e lors de la 39e r\u00e9union annuelle de la Soci\u00e9t\u00e9 europ\u00e9enne de reproduction humaine et d'embryologie (ESHRE). L'\u00e9quipe de recherche a pr\u00e9sent\u00e9 une IA qui pourrait aider les hommes ayant peu de spermatozo\u00efdes \u00e0 engendrer des enfants biologiques.\u00a0<\/span><\/p>\n

Actuellement, ces patients doivent subir une proc\u00e9dure d'ablation d'une partie de leurs testicules, \u00e0 partir de laquelle les embryologistes extraient manuellement les spermatozo\u00efdes. Ces spermatozo\u00efdes sont ensuite utilis\u00e9s pour f\u00e9conder les ovules du partenaire par le biais d'une injection intracytoplasmique de spermatozo\u00efdes (ICSI). <\/span><\/p>\n

Le processus actuel est laborieux et prend beaucoup de temps, il dure souvent jusqu'\u00e0 6 heures et peut entra\u00eener une fatigue qui affecte la pr\u00e9cision de l'identification des spermatozo\u00efdes.<\/span><\/p>\n

Le processus a un taux d'\u00e9chec \u00e9lev\u00e9 et doit souvent \u00eatre r\u00e9p\u00e9t\u00e9.\u00a0<\/span><\/p>\n

L'\u00e9tude, dirig\u00e9e par le professeur Majid Warkiani de l'\u00e9cole d'ing\u00e9nierie biom\u00e9dicale de l'UTS, pr\u00e9sente un outil d'intelligence artificielle appel\u00e9 SpermSearch, qui acc\u00e9l\u00e8re ce processus \u00e9prouvant.<\/span><\/p>\n

L'auteur principal, Dale Goss, candidat au doctorat, a d\u00e9clar\u00e9 que \"cet outil a la capacit\u00e9 de donner aux patients qui ont tr\u00e8s peu de chances d'engendrer leurs propres enfants biologiques une chance accrue\". <\/span><\/p>\n

Il a ajout\u00e9 : \"L'algorithme am\u00e9liore des approches obsol\u00e8tes qui n'ont pas \u00e9t\u00e9 mises \u00e0 jour depuis des d\u00e9cennies. Il garantira l'identification rapide des spermatozo\u00efdes dans les \u00e9chantillons, ce qui augmentera non seulement les chances d'un couple de concevoir ses propres enfants biologiques, mais r\u00e9duira \u00e9galement le stress subi par les spermatozo\u00efdes et augmentera l'efficacit\u00e9 du laboratoire.\"<\/span><\/p>\n

Comment cela fonctionne-t-il ?<\/h2>\n

Les chercheurs ont soulign\u00e9 qu'environ 1% de tous les hommes, environ 5% des couples cherchant un traitement de fertilit\u00e9, souffrent d'azoospermie non obstructive (NOA) - une forme s\u00e9v\u00e8re d'infertilit\u00e9 caract\u00e9ris\u00e9e par l'absence de spermatozo\u00efdes dans le sperme.\u00a0<\/span><\/p>\n

Actuellement, les embryologistes identifient les spermatozo\u00efdes pour l'ICSI en d\u00e9chiquetant minutieusement des \u00e9chantillons de tissus et en les s\u00e9parant \u00e0 l'aide de pinces ou d'aiguilles fines. Les spermatozo\u00efdes pr\u00e9sents sont ensuite lib\u00e9r\u00e9s dans un liquide sp\u00e9cialement pr\u00e9par\u00e9, plac\u00e9s dans une bo\u00eete de P\u00e9tri et analys\u00e9s au microscope. Le processus est difficile en raison de la contamination par d'autres cellules et particules, et si l'embryologiste manque le sperme, les taux de r\u00e9ussite diminuent.\u00a0<\/span><\/p>\n

L'outil SpermSearch, aliment\u00e9 par l'IA, est con\u00e7u pour acc\u00e9l\u00e9rer ce processus. L'\u00e9quipe a entra\u00een\u00e9 l'algorithme d'IA \u00e0 l'aide de milliers d'images de microscopes avec des spermatozo\u00efdes \u00e9tiquet\u00e9s. L'outil d'IA a appris \u00e0 identifier l'aspect des spermatozo\u00efdes gr\u00e2ce \u00e0 l'analyse des images.\u00a0<\/span><\/p>\n

L'\u00e9quipe a utilis\u00e9 pour les tests des \u00e9chantillons de sperme sain et des \u00e9chantillons de tissu testiculaire provenant de sept patients diagnostiqu\u00e9s avec une NOA.<\/span><\/p>\n

Ces patients, \u00e2g\u00e9s de 36 \u00e0 55 ans, avaient d\u00e9j\u00e0 subi un pr\u00e9l\u00e8vement chirurgical de spermatozo\u00efdes \u00e0 la clinique et avaient donn\u00e9 des tissus pr\u00e9par\u00e9s pour le pr\u00e9l\u00e8vement de spermatozo\u00efdes mais non utilis\u00e9s.\u00a0<\/span><\/p>\n

Le syst\u00e8me d'IA a ensuite \u00e9t\u00e9 confront\u00e9 \u00e0 un embryologiste dans le cadre d'un essai d'identification et de pr\u00e9cision des spermatozo\u00efdes. L'IA a identifi\u00e9 les spermatozo\u00efdes dans chaque zone de gouttelettes visualis\u00e9e en moins d'un milli\u00e8me du temps n\u00e9cessaire \u00e0 l'embryologiste. Il a trouv\u00e9 60 spermatozo\u00efdes de plus et a \u00e9t\u00e9 5% plus pr\u00e9cis que l'embryologiste par zone de gouttelettes visualisable.<\/span><\/p>\n

Les chercheurs pr\u00e9cisent toutefois que leur \u00e9tude est bas\u00e9e sur un test de validation du concept et qu'un essai clinique est n\u00e9cessaire pour s'assurer de l'efficacit\u00e9 et des performances de la technique en mati\u00e8re de d\u00e9tection des spermatozo\u00efdes.<\/span><\/p>\n

Carlos Calhaz-Jorge, professeur et pr\u00e9sident de l'ESHRE, qui n'a pas particip\u00e9 \u00e0 l'\u00e9tude, a d\u00e9clar\u00e9 : \"Pour les hommes diagnostiqu\u00e9s avec une azoospermie non obstructive, l'ICSI avec des spermatozo\u00efdes pr\u00e9lev\u00e9s dans les testicules est la seule chance r\u00e9aliste d'avoir des enfants biologiques. Il s'agit d'une \u00e9tude pr\u00e9liminaire sur l'utilisation de l'IA pour trouver des spermatozo\u00efdes sains chez les hommes souffrant de ce type d'infertilit\u00e9. La recherche au microscope de spermatozo\u00efdes sains dans des fragments de biopsies testiculaires peut \u00eatre un processus ardu. La perspective d'utiliser l'IA pour rendre le processus plus rapide et plus pr\u00e9cis est tr\u00e8s int\u00e9ressante. Nous avons besoin de plus de recherches pour d\u00e9velopper ces r\u00e9sultats\".<\/p>\n

Le r\u00f4le de l'IA dans la m\u00e9decine n'est plus \u00e0 d\u00e9montrer, mais les deux derniers mois ont \u00e9t\u00e9 marqu\u00e9s par un vaste \u00e9ventail d'\u00e9tudes tr\u00e8s prometteuses.<\/p>\n

Par exemple, l'IA est am\u00e9lioration des images IRM<\/a>, aider les dentistes d\u00e9velopper des couronnes dentaires<\/a>, d\u00e9tecter les maladies de la r\u00e9tine chez les nourrissons<\/a>, D\u00e9tection des maladies cardiaques \u00e0 partir des ECG<\/a>et Acc\u00e9l\u00e9rer la d\u00e9couverte de m\u00e9dicaments<\/a>.<\/p>\n

M\u00eame si toutes ces applications doivent faire l'objet d'essais cliniques approfondis, l'IA est appel\u00e9e \u00e0 jouer un r\u00f4le central dans la m\u00e9decine de demain.<\/p>","protected":false},"excerpt":{"rendered":"

Des chercheurs de l'Universit\u00e9 de technologie de Sydney (UTS) ont mis au point un outil d'intelligence artificielle permettant d'identifier les spermatozo\u00efdes chez les hommes souffrant d'infertilit\u00e9 grave plus rapidement et avec plus de pr\u00e9cision que les professionnels de la sant\u00e9. L'\u00e9tude a \u00e9t\u00e9 pr\u00e9sent\u00e9e lors de la 39e r\u00e9union annuelle de la Soci\u00e9t\u00e9 europ\u00e9enne de reproduction humaine et d'embryologie (ESHRE). L'\u00e9quipe de recherche a mis en \u00e9vidence une IA qui pourrait aider les hommes dont le nombre de spermatozo\u00efdes est limit\u00e9 \u00e0 engendrer des enfants biologiques. Actuellement, ces patients doivent subir une proc\u00e9dure d'ablation d'une partie de leurs testicules, \u00e0 partir de laquelle les embryologistes extraient manuellement les spermatozo\u00efdes. Ce sperme est ensuite utilis\u00e9 pour fertiliser les ovules de la partenaire par le biais d'une injection intracytoplasmique de spermatozo\u00efdes (ICSI). Les techniques actuelles de<\/p>","protected":false},"author":2,"featured_media":2145,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[108,178,101],"class_list":["post-2142","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-computer-vision-cv","tag-medicine","tag-medtech"],"yoast_head":"\nAI system outperforms medical experts in identifying sperm | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers at the University of Technology Sydney (UTS) developed an AI tool to identify sperm in men with severe infertility quicker and more accurately than medical professionals.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2023\/06\/ai-system-outperforms-medical-experts-in-identifying-sperm\/\" 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