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Development of a classification method for mild liver fibrosis using non-contrast CT image

Ryo Hirano1, Patrik Rogalla2, Christin Farrell3

  • 1Research and Development Center, Canon Medical Systems Corporation, Otawara, Japan. ryo1.hirano@medical.canon.

International Journal of Computer Assisted Radiology and Surgery
|August 5, 2022
PubMed
Summary

This study developed a non-invasive method using non-contrast CT scans to detect liver fibrosis (F1-F4) versus non-fibrosis (F0). The new technique offers a cost-effective approach for early liver disease detection and patient management.

Keywords:
ClassificationLiver fibrosisLogistic regressionNon-contrast computed tomographyTexture analysis

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