This is the official release for the JOSS paper
Zenodo
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Authors
- name: Riccardo Biondi^[co-first author]
orcid: 0000-0003-0872-7098
affiliation: 1 - name: Nico Curti^[co-first author]
orcid: 0000-0001-5802-1195
affiliation: 2 - name: Enrico Giampieri
orcid: 0000-0003-2269-2338
affiliation: 2 - name: Gastone Castellani
orcid: 0000-0003-4892-925X
affiliation: 1
This package allows to isolate the lung region and identify ground glass lesions
on chest CT scans of patients affected by COVID-19.
The segmentation approach is based on color quantization, performed by K-means
clustering.
This package provides a series of scripts to isolate lung regions, pre-process
the images, estimate K-means centroids and labels of the lung regions.