Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy

To evaluate the generalizability of artificial intelligence (AI) algorithms that use deep learning methods to identify middle ear disease from otoscopic images, between internal to external performance. 1842 otoscopic images were collected from three independent sources: (a) Van, Turkey, (b) Santiag...

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Veröffentlicht in:Scientific reports Jg. 13; H. 1; S. 5368 - 9
Hauptverfasser: Habib, Al-Rahim, Xu, Yixi, Bock, Kris, Mohanty, Shrestha, Sederholm, Tina, Weeks, William B., Dodhia, Rahul, Ferres, Juan Lavista, Perry, Chris, Sacks, Raymond, Singh, Narinder
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 01.04.2023
Nature Publishing Group
Nature Portfolio
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ISSN:2045-2322, 2045-2322
Online-Zugang:Volltext
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