A Deep Learning System to Predict the Histopathological Results From Urine Cytopathological Images

BackgroundAlthough deep learning systems (DLSs) have been developed to diagnose urine cytology, more evidence is required to prove if such systems can predict histopathology results as well.MethodsWe retrospectively retrieved urine cytology slides and matched histological results. High-power field p...

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Бібліографічні деталі
Автори: Yixiao Liu, Shen Jin, Qi Shen, Lufan Chang, Shancheng Fang, Yu Fan, Hao Peng, Wei Yu
Формат: Стаття
Мова:English
Опубліковано: Frontiers Media S.A. 2022-05-01
Серія:Frontiers in Oncology
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Онлайн доступ:https://www.frontiersin.org/articles/10.3389/fonc.2022.901586/full