دورية أكاديمية
Towards implementation of AI in New Zealand national diabetic screening program: Cloud-based, robust, and bespoke.
| العنوان: | Towards implementation of AI in New Zealand national diabetic screening program: Cloud-based, robust, and bespoke. |
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| المؤلفون: | Li Xie, Song Yang, David Squirrell, Ehsan Vaghefi |
| المصدر: | PLoS ONE, Vol 15, Iss 4, p e0225015 (2020) |
| بيانات النشر: | Public Library of Science (PLoS), 2020. |
| سنة النشر: | 2020 |
| المجموعة: | LCC:Medicine LCC:Science |
| مصطلحات موضوعية: | Medicine, Science |
| الوصف: | Convolutional Neural Networks (CNNs) have become a prominent method of AI implementation in medical classification tasks. Grading Diabetic Retinopathy (DR) has been at the forefront of the development of AI for ophthalmology. However, major obstacles remain in the generalization of these CNNs onto real-world DR screening programs. We believe these difficulties are due to use of 1) small training datasets ( |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1932-6203 |
| العلاقة: | https://doaj.org/toc/1932-6203Test |
| DOI: | 10.1371/journal.pone.0225015 |
| الوصول الحر: | https://doaj.org/article/27d5b8c3928f46318cb731a4056130c4Test |
| رقم الانضمام: | edsdoj.27d5b8c3928f46318cb731a4056130c4 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 19326203 |
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| DOI: | 10.1371/journal.pone.0225015 |