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Instance segmentation for whole slide imaging: end-to-end or detect-then-segment
Purpose: Automatic instance segmentation of glomeruli within kidney whole slide imaging (WSI) is essential for clinical research in renal pathology. In computer vision, the end-to-end instance segmentation methods (e.g., Mask-RCNN) have shown their advantages relative to detect-then-segment approach...
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| Publicado no: | J Med Imaging (Bellingham) |
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| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Society of Photo-Optical Instrumentation Engineers
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7790159/ https://ncbi.nlm.nih.gov/pubmed/33426152 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.1.014001 |
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