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Semi-Automated Extraction of Crohns Disease MR Imaging Markers using a 3D Residual CNN with Distance Prior
We propose a 3D residual convolutional neural network (CNN) algorithm with an integrated distance prior for segmenting the small bowel lumen and wall to enable extraction of pediatric Crohns disease (pCD) imaging markers from T1-weighted contrast-enhanced MR images. Our proposed segmentation framewo...
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| Pubblicato in: | Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2018) |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2018
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6235454/ https://ncbi.nlm.nih.gov/pubmed/30450491 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00889-5_25 |
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