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CT-based transformer model for non-invasively predicting the Fuhrman nuclear grade of clear cell renal cell carcinoma

BackgroundClear cell Renal Cell Carcinoma (ccRCC) is the most common malignant tumor in the urinary system and the predominant subtype of malignant renal tumors with high mortality. Biopsy is the main examination to determine ccRCC grade, but it can lead to unavoidable complications and sampling bia...

Ful tanımlama

Kaydedildi:
Asıl Yazarlar: Meiyi Yang, Xiaopeng He, Lifeng Xu, Minghui Liu, Jiali Deng, Xuan Cheng, Yi Wei, Qian Li, Shang Wan, Feng Zhang, Lei Wu, Xiaomin Wang, Bin Song, Ming Liu
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2022-09-01
Seri Bilgileri:Frontiers in Oncology
Konular:
tumor grading
ensemble learning
clear cell renal cell carcinoma
transformer network
deep learning
Online Erişim:https://www.frontiersin.org/articles/10.3389/fonc.2022.961779/full
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