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

BACKGROUND: Histopathological 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. METHODS: A total of 427 pathological slides of bone tumors were pr...

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Detalles Bibliográficos
Autores principales: Tao, Yuzhang, Huang, Xiao, Tan, Yiwen, Wang, Hongwei, Jiang, Weiqian, Chen, Yu, Wang, Chenglong, Luo, Jing, Liu, Zhi, Gao, Kangrong, Yang, Wu, Guo, Minkang, Tang, Boyu, Zhou, Aiguo, Yao, Mengli, Chen, Tingmei, Cao, Youde, Luo, Chengsi, Zhang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526973/
https://www.ncbi.nlm.nih.gov/pubmed/34692509
http://dx.doi.org/10.3389/fonc.2021.735739