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Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network
Robust cell detection serves as a critical prerequisite for many biomedical image analysis applications. In this paper, we present a novel convolutional neural network (CNN) based structured regression model, which is shown to be able to handle touching cells, inhomogeneous background noises, and la...
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| Pubblicato in: | Med Image Comput Comput Assist Interv |
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| Autori principali: | , , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2015
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5226438/ https://ncbi.nlm.nih.gov/pubmed/28090601 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24574-4_43 |
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