Predicting Usual Interstitial Pneumonia Histopathology From Chest CT Imaging With Deep Learning

Alex Bratt,James M Williams,Grace Liu,Ananya Panda,Parth P Patel,Lara Walkoff,Anne-Marie G Sykes,Yasmeen K Tandon,Christopher J Francois,Daniel J Blezek,Nicholas B Larson,Bradley J Erickson,Eunhee S Yi,Teng Moua,Chi Wan Koo

Chest（2022）

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摘要

Deep learning may be superior to visual assessment in predicting UIP/IPF histopathology from CT imaging and may serve as an alternative to invasive lung biopsy.

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关键词

chest CT imaging,deep learning,idiopathic pulmonary fibrosis,interstitial lung disease,lung biopsy

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