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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Bibliographic Details
Published in:Med Image Comput Comput Assist Interv
Main Authors: Su, Hai, Xing, Fuyong, Kong, Xiangfei, Xie, Yuanpu, Zhang, Shaoting, Yang, Lin
Format: Artigo
Language:Inglês
Published: 2015
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Article
Online Access: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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