{"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\/de\/2023\/08\/ai-eye-scan-yields-excellent-results-for-parkinsons-disease-early-detection\/","title":{"rendered":"KI-Augenscan liefert hervorragende Ergebnisse bei der Fr\u00fcherkennung der Parkinson-Krankheit"},"content":{"rendered":"

Augenscans mit Hilfe von k\u00fcnstlicher Intelligenz k\u00f6nnten die Parkinson-Krankheit erkennen, Jahre bevor sich die Symptome manifestieren, so eine aktuelle Studie.\u00a0<\/b><\/p>\n

Das KI-Modell analysiert hochaufl\u00f6sende optische Koh\u00e4renztomographie-Scans (OCT), die einen detaillierten Querschnitt der Netzhaut bis auf ein Tausendstel Millimeter genau darstellen.\u00a0<\/span><\/p>\n

Um das Modell zu trainieren, haben Forscher des Moorfields Eye Hospital und des UCL Institute of Ophthalmology <\/span>die KI zur Analyse der <\/span>AlzEye-Datensatz<\/span><\/a>eine globale Datenbank f\u00fcr Netzhautbilder.<\/span><\/p>\n

Das Team untersuchte Daten von 154.830 Patienten im Alter von 40 Jahren und \u00e4lter, die zwischen 2008 und 2018 augen\u00e4rztliche Krankenh\u00e4user in London aufsuchten und <\/span>Daten aus der UK Biobank, die 67.311 gesunde Freiwillige im Alter zwischen 40 und 69 Jahren umfasst.<\/span><\/p>\n

In der Studie wurde festgestellt, dass Menschen mit Parkinson eine d\u00fcnnere Ganglienzell-Innenplexusschicht und innere Kernschicht im Auge aufweisen, wobei die Ver\u00e4nderungen im Durchschnitt sieben Jahre vor dem Auftreten der Symptome festgestellt wurden. <\/span><\/p>\n

Die Forscher schlagen vor, dass die Untersuchung dieser Schichten in routinem\u00e4\u00dfigen OCT-Scans die fr\u00fchzeitige Erkennung von Krankheiten erleichtern k\u00f6nnte, bevor Symptome auftreten.<\/span><\/p>\n

Die Studie wurde in der Zeitschrift Neurology ver\u00f6ffentlicht und ist <\/span>hier erh\u00e4ltlich.<\/span><\/a><\/p>\n

\"OCT\"
Die optische Koh\u00e4renztomographie (OCT) ist einfach zu handhaben. Quelle: UCL<\/a>.<\/figcaption><\/figure>\n

Der Hauptautor Siegfried Wagner, klinischer Forschungsbeauftragter am Moorfields und Forscher am UCL Institute of Ophthalmology, \u00e4u\u00dferte sich optimistisch zu den Ergebnissen, <\/span>mit der Angabe<\/span><\/a>Ich bin immer wieder erstaunt, was wir durch Augenscans entdecken k\u00f6nnen. Wir k\u00f6nnen zwar noch nicht vorhersagen, ob eine Person an Parkinson erkranken wird, aber wir hoffen, dass diese Methode bald zu einem Vorab-Screening-Instrument f\u00fcr Menschen mit Krankheitsrisiko werden k\u00f6nnte.\"<\/span><\/p>\n

OCT-Scans kombiniert mit maschinellem Lernen (ML)<\/span><\/h2>\n

Augenscans haben vielversprechende Ergebnisse bei der Fr\u00fchdiagnose vieler Krankheiten gezeigt, darunter Alzheimer, Multiple Sklerose und sogar Schizophrenie.\u00a0<\/span><\/p>\n

Alastair Denniston, Facharzt f\u00fcr Augenheilkunde und Professor, wies auch auf die F\u00e4higkeit der Technologie hin, Anzeichen und Ver\u00e4nderungen zu erkennen, die f\u00fcr den Menschen zu subtil sind.\u00a0<\/span><\/p>\n

Die medizinische Leiterin von Moorfields, Louisa Wickham, hob hervor, dass OCT-Scans nicht invasiv, besser skalierbar und wirtschaftlicher sind als Gehirnscans.<\/span><\/p>\n

Claire Bale, Associate Director of Research bei Parkinson's UK, \u00e4u\u00dferte sich ebenfalls hoffnungsvoll \u00fcber die Forschungsergebnisse: \"Der Schl\u00fcssel zur Vorbeugung der Krankheit liegt darin, fr\u00fcher einzugreifen, um den Verlust wertvoller Gehirnzellen aufzuhalten. Diese Forschungsergebnisse geben Anlass zur Hoffnung, dass Augenscans eingesetzt werden k\u00f6nnten, um Menschen mit einem erh\u00f6hten Risiko, an Parkinson zu erkranken, zu identifizieren und eine fr\u00fchzeitige Behandlung zu erm\u00f6glichen. Und da die in dieser Studie analysierten Augenscans nicht invasiv sind und bereits routinem\u00e4\u00dfig eingesetzt werden, k\u00f6nnte dies leicht in die Praxis umgesetzt werden.<\/span><\/p>\n

Das Gesundheitswesen hat sich als reichhaltiger Bereich f\u00fcr neuartige Anwendungen der KI erwiesen, die genutzt wurde, um <\/span>neue Arzneimittel zu entdecken<\/span><\/a>, <\/span>Mobilit\u00e4t wiederherstellen<\/span><\/a> zu verletzten Gliedma\u00dfen, genau <\/span>Herzkrankheiten erkennen<\/span><\/a>, entdecken <\/span>Netzhauterkrankungen bei S\u00e4uglingen<\/span><\/a>und <\/span>Kommunikation wiederherstellen<\/span><\/a> bei Menschen, die an schweren neurodegenerativen Erkrankungen oder Hirnverletzungen leiden. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Augenscans mit Hilfe von k\u00fcnstlicher Intelligenz k\u00f6nnten die Parkinson-Krankheit erkennen, Jahre bevor sich die Symptome manifestieren, so eine aktuelle Studie. Das KI-Modell analysiert hochaufl\u00f6sende optische Koh\u00e4renztomographie (OCT)-Scans, die einen detaillierten Querschnitt der Netzhaut bis zu einem Tausendstel Millimeter liefern. Um das Modell zu trainieren, analysierten Forscher des Moorfields Eye Hospital und des UCL Institute of Ophthalmology mit Hilfe von KI den AlzEye-Datensatz, eine globale Datenbank f\u00fcr Netzhautbilder. Das Team untersuchte Daten von 154.830 Patienten im Alter von 40 Jahren und \u00e4lter, die zwischen 2008 und 2018 in Londoner Augenkliniken behandelt wurden, sowie Daten aus der UK Biobank, die 67.311 gesunde Freiwillige im Alter von<\/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 name=\"description\" content=\"Eye scans employing artificial intelligence could identify Parkinson's disease in individuals before symptoms 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