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Real-time detection of colon polyps during colonoscopy using deep learning: systematic validation with four independent datasets
We developed and validated a deep-learning algorithm for polyp detection. We used a YOLOv2 to develop the algorithm for automatic polyp detection on 8,075 images (503 polyps). We validated the algorithm using three datasets: A: 1,338 images with 1,349 polyps; B: an open, public CVC-clinic database w...
Enregistré dans:
| Publié dans: | Sci Rep |
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| Auteurs principaux: | , , , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2020
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7239848/ https://ncbi.nlm.nih.gov/pubmed/32433506 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-65387-1 |
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