Quantitative CT Analysis in Chronic Hypersensitivity Pneumonitis: A Convolutional Neural Network Approach

Lorenzo Aliboni,Olívia Meira Dias,Francesca Pennati,Bruno Guedes Baldi,Marcio Valente Yamada Sawamura,Rodrigo Caruso Chate,Carlos Roberto Ribeiro Carvalho,André Luis Pereira de Albuquerque,Andrea Aliverti

Academic Radiology（2022）

引用 7|浏览23

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摘要

CNN quantification of pathological tissue extent in cHP improves its characterization and shows correlation with PFTs. LAA can be overestimated by visual, qualitative CT assessment and mosaic attenuation pattern areas in cHP represents patchy ILD rather than small-airways disease.

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关键词

Convolutional neural network,Quantitative CT imaging,Chronic hypersensitivity pneumonitis

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