Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches

Biomedical imaging Is an important source of information in cancer research. Characterizations of cancer morphology at onset, progression, and in response to treatment provide complementary information to that gleaned from genomics and clinical data. Accurate extraction and classification of both vi...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Kurc, Tahsin, Bakas, Spyridon, Ren, Xuhua, Bagari, Aditya, Momeni, Alexandre, Huang, Yue, Zhang, Lichi, Kumar, Ashish, Thibault, Marc, Qi, Qi, Wang, Qian, Kori, Avinash, Gevaert, Olivier, Zhang, Yunlong, Shen, Dinggang, Khened, Mahendra, Ding, Xinghao, Krishnamurthi, Ganapathy, Kalpathy-Cramer, Jayashree, Davis, James, Zhao, Tianhao, Gupta, Rajarsi, Saltz, Joel, Farahani, Keyvan
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7046596/
https://ncbi.nlm.nih.gov/pubmed/32153349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00027
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