Software Open Access
Lizzi Francesca; Postuma Ian; Cabini Raffaella; Brero Francesca; Fantacci M. Evelina; Lascialfari Alessandro; Oliva Piernicola; Retico Alessandra
LungQuant is a software for the quantification of lesions in CT scans of COVID-19 patients.
Its functioning is based on a cascade of three Convolutional Neural Networks (CNN):
1) the first one is used to produce a bounding box enclosing the lungs;
2) the second CNN is used to segment the lungs;
3) the third CNN is devoted to lesion segmentation.
The system takes in input Computed Tomography (CT) scans in nifti format.
The system returns in output: the lungs and lesion masks and other information that can be useful to describe the infection.
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LungQuant2.5.zip
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