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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Veröffentlicht in:Front Neurosci
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2020
Schlagworte:
Neuroscience
Online Zugang: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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