Deep learning method for mandibular canal segmentation in dental cone beam computed tomography volumes
J Jaskari, J Sahlsten, J Järnstedt, H Mehtonen… - Scientific reports, 2020 - nature.com
Accurate localisation of mandibular canals in lower jaws is important in dental implantology,
in which the implant position and dimensions are currently determined manually from 3D CT
images by medical experts to avoid damaging the mandibular nerve inside the canal. Here
we present a deep learning system for automatic localisation of the mandibular canals by
applying a fully convolutional neural network segmentation on clinically diverse dataset of
637 cone beam CT volumes, with mandibular canals being coarsely annotated by …
in which the implant position and dimensions are currently determined manually from 3D CT
images by medical experts to avoid damaging the mandibular nerve inside the canal. Here
we present a deep learning system for automatic localisation of the mandibular canals by
applying a fully convolutional neural network segmentation on clinically diverse dataset of
637 cone beam CT volumes, with mandibular canals being coarsely annotated by …
[引用][C] Deep learning method for mandibular canal segmentation in dental cone beam computed tomography volumes. Sci Rep 10: 5842
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