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Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders
Computer-aided diagnosis (CAD) is a promising tool for accurate and consistent diagnosis and prognosis. Cell detection and segmentation are essential steps for CAD. These tasks are challenging due to variations in cell shapes, touching cells, and cluttered background. In this paper, we present a cel...
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| izdano v: | Med Image Comput Comput Assist Interv |
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| Main Authors: | , , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2015
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5081214/ https://ncbi.nlm.nih.gov/pubmed/27796013 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24574-4_46 |
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