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A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images

Recent studies indicate that detecting radiographic patterns on CT chest scans can yield high sensitivity and specificity for COVID-19 identification. In this paper, we scrutinize the effectiveness of deep learning models for semantic segmentation of pneumonia-infected area segmentation in CT images...

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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Voulodimos, Athanasios, Protopapadakis, Eftychios, Katsamenis, Iason, Doulamis, Anastasios, Doulamis, Nikolaos
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2021
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8004971/
https://ncbi.nlm.nih.gov/pubmed/33810066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21062215
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