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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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Bibliografski detalji
Izdano u:Med Image Comput Comput Assist Interv
Glavni autori: Su, Hai, Xing, Fuyong, Kong, Xiangfei, Xie, Yuanpu, Zhang, Shaoting, Yang, Lin
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online pristup: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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