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Two-level Training of a 3d U-Net for Accurate Segmentation of the Intra-cochlear Anatomy in Head CTs with Limited Ground Truth Training Data

Cochlear implants (CIs) use electrode arrays that are surgically inserted into the cochlea to treat patients with hearing loss. For CI recipients, sound bypasses the natural transduction mechanism and directly stimulates the neural regions, thus creating a sense of hearing. Post-operatively, CIs nee...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Proc SPIE Int Soc Opt Eng
Main Authors: Zhang, Dongqing, Banalagay, Rueben, Wang, Jianing, Zhao, Yiyuan, Noble, Jack H., Dawant, Benoit M.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6766587/
https://ncbi.nlm.nih.gov/pubmed/31571720
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2512529
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