Automated segmentation of lungs and lung tumors in mouse micro-CT scans

Here, we have developed an automated image processing algorithm for segmenting lungs and individual lung tumors in in vivo micro-computed tomography (micro-CT) scans of mouse models of non-small cell lung cancer and lung fibrosis. Over 3000 scans acquired across multiple studies were used to train/v...

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Bibliographic Details

Published in:	iScience Vol. 25; no. 12; p. 105712
Main Authors:	Ferl, Gregory Z., Barck, Kai H., Patil, Jasmine, Jemaa, Skander, Malamut, Evelyn J., Lima, Anthony, Long, Jason E., Cheng, Jason H., Junttila, Melissa R., Carano, Richard A.D.
Format:	Journal Article
Language:	English
Published:	United States Elsevier Inc 22.12.2022 Elsevier
Subjects:	Artificial intelligence Cancer Machine learning Artificial intelligence Machine learning Cancer
ISSN:	2589-0042, 2589-0042
Online Access:	Get full text
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