Qualitative Histopathological Classification of Primary Bone Tumors Using Deep Learning: A Pilot Study

Qualitative Histopathological Classification of Primary Bone Tumors Using Deep Learning: A Pilot Study

BackgroundHistopathological diagnosis of bone tumors is challenging for pathologists. We aim to classify bone tumors histopathologically in terms of aggressiveness using deep learning (DL) and compare performance with pathologists.MethodsA total of 427 pathological slides of bone tumors were produce...

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Bibliographic Details
Main Authors: Yuzhang Tao, Xiao Huang, Yiwen Tan, Hongwei Wang, Weiqian Jiang, Yu Chen, Chenglong Wang, Jing Luo, Zhi Liu, Kangrong Gao, Wu Yang, Minkang Guo, Boyu Tang, Aiguo Zhou, Mengli Yao, Tingmei Chen, Youde Cao, Chengsi Luo, Jian Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Oncology
Subjects:
primary bone tumors
deep learning
histopathological classification
convolutional neural network (CNN)
diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.735739/full

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https://www.frontiersin.org/articles/10.3389/fonc.2021.735739/full

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