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20162026
most citedValidation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge

1.4k citations · 3.1k across the 15 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.IV2021

Deep Clustering Activation Maps for Emphysema Subtyping

Weiyi Xie, Colin Jacobs, Bram van Ginneken

We propose a deep learning clustering method that exploits dense features from a segmentation network for emphysema subtyping from computed tomography (CT) scans. Using dense featu…

eess.IV2021★ 1 cited

Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients

Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier +1

Automatic lesion segmentation on thoracic CT enables rapid quantitative analysis of lung involvement in COVID-19 infections. However, obtaining a large amount of voxel-level annota…