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Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis

The accurate automatic segmentation of gliomas and its intra-tumoral structures is important not only for treatment planning but also for follow-up evaluations. Several methods based on 2D and 3D Deep Neural Networks (DNN) have been developed to segment brain tumors and to classify different categor...

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Bibliografiska uppgifter
I publikationen:Front Comput Neurosci
Huvudupphovsmän: Natekar, Parth, Kori, Avinash, Krishnamurthi, Ganapathy
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2020
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7025464/
https://ncbi.nlm.nih.gov/pubmed/32116620
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.00006
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