Analysis Result AI-driven enrichment of NCI Imaging Data Commons CT images with volumetric segmentations and radiomics features


Details

Subject Count: 26194

Primary Site: Chest

Analysis Artifacts: SEG, SR

Cancer Type(s): Lung Cancer, Non-Cancer

DOIs

TotalSegmentator-CT-Segmentations 10.5281/zenodo.8347011

Collections analyzed:

Description

This collection contains results of automatic analysis of the CT images using the TotalSegmentator model to generate volumetric segmentations of anatomic organs, with the subsequent application of the pyradiomics library to extract first order and shape features for the regions defined by those segmentations. Initial release of this collection contains these analysis results for the National Lung Screening Trial (NLST) collection.

Please see the TotalSegmentator-CT-Segmentations information page to learn more about the data and any supporting metadata for this collection, and to learn about attribution/citation requirements.