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Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans
INTRODUCTION: Biomarker computation using deep-learning often relies on a two-step process, where the deep learning algorithm segments the region of interest and then the biomarker is measured. We propose an alternative paradigm, where the biomarker is estimated directly using a regression network....
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| Publicado no: | Proc SPIE Int Soc Opt Eng |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6097534/ https://ncbi.nlm.nih.gov/pubmed/30122802 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2293455 |
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