Establishment and Clinical Application of an Artificial Intelligence Diagnostic Platform for Identifying Rectal Cancer Tumor Budding

Establishment and Clinical Application of an Artificial Intelligence Diagnostic Platform for Identifying Rectal Cancer Tumor Budding

Tumor budding is considered a sign of cancer cell activity and the first step of tumor metastasis. This study aimed to establish an automatic diagnostic platform for rectal cancer budding pathology by training a Faster region-based convolutional neural network (F-R-CNN) on the pathological images of...

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Bibliographic Details
Main Authors: Shanglong Liu, Yuejuan Zhang, Yiheng Ju, Ying Li, Xiaoning Kang, Xiaojuan Yang, Tianye Niu, Xiaoming Xing, Yun Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Oncology
Subjects:
rectal cancer
tumor budding
artificial intelligence
pathological diagnosis
Faster R-CNN
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.626626/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.626626/full

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