Automated Koos Classification of Vestibular Schwannoma

ObjectiveThe Koos grading scale is a frequently used classification system for vestibular schwannoma (VS) that accounts for extrameatal tumor dimension and compression of the brain stem. We propose an artificial intelligence (AI) pipeline to fully automate the segmentation and Koos classification of...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Frontiers in Radiology
المؤلفون الرئيسيون: Aaron Kujawa, Reuben Dorent, Steve Connor, Anna Oviedova, Mohamed Okasha, Diana Grishchuk, Sebastien Ourselin, Ian Paddick, Neil Kitchen, Tom Vercauteren, Jonathan Shapey
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2022-03-01
الموضوعات:
vestibular schwannoma
classification
segmentation
deep learning
artificial intelligence
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fradi.2022.837191/full

الانترنت

https://www.frontiersin.org/articles/10.3389/fradi.2022.837191/full

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