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Deep Learning for the Radiographic Detection of Periodontal Bone Loss
We applied deep convolutional neural networks (CNNs) to detect periodontal bone loss (PBL) on panoramic dental radiographs. We synthesized a set of 2001 image segments from panoramic radiographs. Our reference test was the measured % of PBL. A deep feed-forward CNN was trained and validated via 10-t...
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| Udgivet i: | Sci Rep |
|---|---|
| Main Authors: | , , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2019
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6560098/ https://ncbi.nlm.nih.gov/pubmed/31186466 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-44839-3 |
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