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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Med Image Comput Comput Assist Interv
Egile Nagusiak: Su, Hai, Xing, Fuyong, Kong, Xiangfei, Xie, Yuanpu, Zhang, Shaoting, Yang, Lin
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2015
Gaiak:
Sarrera elektronikoa: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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