Machine learning for lung texture analysis on thin-section CT: Capability for assessments of disease severity and therapeutic effect for connective tissue disease patients in comparison with expert panel evaluations

CONCLUSION: ML-based CT texture analysis has better potential than qualitatively assessed thin-section CT for disease severity assessment and treatment response evaluation for CTD-ILD.PMID:34636644 | DOI:10.1177/02841851211044973

Source: Acta Radiologica - October 12, 2021 Category: Radiology Authors: Yoshiharu Ohno Kota Aoyagi Daisuke Takenaka Takeshi Yoshikawa Yasuko Fujisawa Naoki Sugihara Nayu Hamabuchi Satomu Hanamatsu Yuki Obama Takahiro Ueda Hidekazu Hattori Kazuhiro Murayama Hiroshi Toyama Source Type: research