{"id":4514,"date":"2023-08-22T21:49:27","date_gmt":"2023-08-22T21:49:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=4514"},"modified":"2023-08-22T22:56:55","modified_gmt":"2023-08-22T22:56:55","slug":"ai-eye-scan-yields-excellent-results-for-parkinsons-disease-early-detection","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/08\/ai-eye-scan-yields-excellent-results-for-parkinsons-disease-early-detection\/","title":{"rendered":"L'analyse des yeux par l'IA donne d'excellents r\u00e9sultats pour la d\u00e9tection pr\u00e9coce de la maladie de Parkinson"},"content":{"rendered":"

Une \u00e9tude r\u00e9cente indique que des scanners oculaires utilisant l'intelligence artificielle pourraient permettre d'identifier la maladie de Parkinson des ann\u00e9es avant que les sympt\u00f4mes ne se manifestent.\u00a0<\/b><\/p>\n

Le mod\u00e8le d'IA analyse les scans de tomographie par coh\u00e9rence optique (OCT) \u00e0 haute r\u00e9solution qui produisent une coupe transversale d\u00e9taill\u00e9e de la r\u00e9tine jusqu'\u00e0 un milli\u00e8me de millim\u00e8tre.\u00a0<\/span><\/p>\n

Pour former le mod\u00e8le, des chercheurs de l'h\u00f4pital Moorfields Eye Hospital et de l'Institut d'ophtalmologie de l'Universit\u00e9 de Californie du Sud (UCL) ont mis au point une m\u00e9thode de simulation. <\/span>a utilis\u00e9 l'IA pour analyser les <\/span>Ensemble de donn\u00e9es AlzEye<\/span><\/a>une base de donn\u00e9es mondiale d'imagerie r\u00e9tinienne.<\/span><\/p>\n

L'\u00e9quipe a examin\u00e9 les donn\u00e9es de 154 830 patients \u00e2g\u00e9s de 40 ans et plus qui ont fr\u00e9quent\u00e9 des h\u00f4pitaux ophtalmologiques \u00e0 Londres entre 2008 et 2018. <\/span>des donn\u00e9es de la UK Biobank, comprenant 67 311 volontaires en bonne sant\u00e9 \u00e2g\u00e9s de 40 \u00e0 69 ans.<\/span><\/p>\n

L'\u00e9tude a montr\u00e9 que les personnes atteintes de la maladie de Parkinson pr\u00e9sentaient un amincissement des cellules ganglionnaires, de la couche plexiforme interne et de la couche nucl\u00e9aire interne de l'\u0153il, les changements \u00e9tant observ\u00e9s en moyenne sept ans avant l'apparition des sympt\u00f4mes. <\/span><\/p>\n

Les chercheurs estiment que l'examen de ces couches dans les scanners OCT de routine pourrait faciliter la d\u00e9tection pr\u00e9coce de la maladie avant que les sympt\u00f4mes ne se manifestent.<\/span><\/p>\n

L'\u00e9tude a \u00e9t\u00e9 publi\u00e9e dans la revue Neurology. <\/span>disponible ici.<\/span><\/a><\/p>\n

\"PTOM\"
La tomographie par coh\u00e9rence optique (OCT) est facile \u00e0 administrer. Source : UCL<\/a>.<\/figcaption><\/figure>\n

L'auteur principal, Siegfried Wagner, charg\u00e9 de recherche clinique \u00e0 Moorfields et chercheur \u00e0 l'Institut d'ophtalmologie de l'UCL, s'est montr\u00e9 optimiste quant aux r\u00e9sultats, <\/span>d\u00e9clarant<\/span><\/a>Je continue d'\u00eatre \u00e9tonn\u00e9 par ce que nous pouvons d\u00e9couvrir gr\u00e2ce aux scanners oculaires. Bien que nous ne soyons pas encore pr\u00eats \u00e0 pr\u00e9dire si un individu d\u00e9veloppera la maladie de Parkinson, nous esp\u00e9rons que cette m\u00e9thode pourra bient\u00f4t devenir un outil de pr\u00e9s\u00e9lection pour les personnes pr\u00e9sentant un risque de maladie\".<\/span><\/p>\n

Les scanners OCT combin\u00e9s \u00e0 l'apprentissage machine (ML)<\/span><\/h2>\n

Les scanners oculaires ont donn\u00e9 des r\u00e9sultats prometteurs dans le diagnostic pr\u00e9coce de nombreuses maladies, notamment la maladie d'Alzheimer, la scl\u00e9rose en plaques et m\u00eame la schizophr\u00e9nie.\u00a0<\/span><\/p>\n

Alastair Denniston, ophtalmologue consultant et professeur, a \u00e9galement soulign\u00e9 la capacit\u00e9 de la technologie \u00e0 identifier des signes et des changements trop subtils pour \u00eatre d\u00e9tect\u00e9s par l'homme.\u00a0<\/span><\/p>\n

Louisa Wickham, directrice m\u00e9dicale de Moorfields, a soulign\u00e9 que les scanners OCT sont non invasifs, plus \u00e9volutifs et plus \u00e9conomiques que les scanners c\u00e9r\u00e9braux.<\/span><\/p>\n

Claire Bale, directrice associ\u00e9e de la recherche \u00e0 Parkinson's UK, a \u00e9galement exprim\u00e9 son espoir quant \u00e0 cette recherche : \"Intervenir plus t\u00f4t pour stopper la perte de pr\u00e9cieuses cellules c\u00e9r\u00e9brales est la cl\u00e9 de la pr\u00e9vention de la maladie. Cette recherche permet d'esp\u00e9rer que les scanners oculaires pourraient \u00eatre utilis\u00e9s pour identifier les personnes \u00e0 risque de d\u00e9velopper la maladie de Parkinson afin de permettre un traitement pr\u00e9coce. Et comme les scanners oculaires analys\u00e9s dans cette \u00e9tude ne sont pas invasifs et qu'ils sont d\u00e9j\u00e0 utilis\u00e9s de mani\u00e8re courante, il serait facile de les mettre en pratique\".<\/span><\/p>\n

Les soins de sant\u00e9 se sont r\u00e9v\u00e9l\u00e9s \u00eatre un domaine riche en nouvelles applications de l'IA, qui a \u00e9t\u00e9 utilis\u00e9e pour <\/span>d\u00e9couvrir de nouveaux m\u00e9dicaments<\/span><\/a>, <\/span>r\u00e9tablir la mobilit\u00e9<\/span><\/a> aux membres bless\u00e9s, avec pr\u00e9cision <\/span>d\u00e9tecter les maladies cardiaques<\/span><\/a>d\u00e9couvrir <\/span>maladie de la r\u00e9tine chez les nourrissons<\/span><\/a>et <\/span>r\u00e9tablir la communication<\/span><\/a> chez les personnes souffrant d'une maladie neurod\u00e9g\u00e9n\u00e9rative grave ou d'une l\u00e9sion c\u00e9r\u00e9brale. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Une \u00e9tude r\u00e9cente indique que des scanners oculaires utilisant l'intelligence artificielle pourraient permettre d'identifier la maladie de Parkinson des ann\u00e9es avant que les sympt\u00f4mes ne se manifestent. Le mod\u00e8le d'IA analyse les scans de tomographie par coh\u00e9rence optique (OCT) \u00e0 haute r\u00e9solution qui produisent une coupe transversale d\u00e9taill\u00e9e de la r\u00e9tine jusqu'\u00e0 un milli\u00e8me de millim\u00e8tre. Pour entra\u00eener le mod\u00e8le, des chercheurs du Moorfields Eye Hospital et de l'UCL Institute of Ophthalmology ont utilis\u00e9 l'IA pour analyser l'ensemble de donn\u00e9es AlzEye, une base de donn\u00e9es mondiale d'imagerie r\u00e9tinienne. L'\u00e9quipe a examin\u00e9 les donn\u00e9es de 154 830 patients \u00e2g\u00e9s de 40 ans et plus qui ont fr\u00e9quent\u00e9 les h\u00f4pitaux ophtalmologiques de Londres entre 2008 et 2018, ainsi que les donn\u00e9es de la UK Biobank, qui comprend 67 311 volontaires sains \u00e2g\u00e9s de 40 ans et plus, ainsi que les donn\u00e9es de l'Institut d'ophtalmologie de l'UCL.<\/p>","protected":false},"author":2,"featured_media":4517,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84,1],"tags":[203,166,204,105,101,329],"class_list":["post-4514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","category-uncategorized","tag-biotech","tag-computer-vision","tag-healthcare","tag-machine-learning","tag-medtech","tag-retinal-scan"],"yoast_head":"\nAI eye scan yields excellent results for Parkinson\u2019s Disease early detection | DailyAI<\/title>\n<meta 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