Deep Learning of CT Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis.

Hiram Shaish,Firas S. Ahmed,David J. Lederer,Belinda DSouza,Paul Armenta,Mary Salvatore,Anjali Saqi,Sophia Huang,Sachin Jambawalikar,Simukayi Mutasa

Deep Learning of CT Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis.

2020

Hiram Shaish
Firas S. Ahmed
David J. Lederer
Belinda DSouza
Paul Armenta
Mary Salvatore
Anjali Saqi
Sophia Huang
Sachin Jambawalikar
Simukayi Mutasa

Rationale: The CT pattern of definite or probable usual interstitial pneumonia (UIP) can be diagnostic of idiopathic pulmonary fibrosis (IPF) and may obviate the need for invasive surgical biopsy. ...

Keywords:

Cohort
Interstitial lung disease
Medicine
Usual interstitial pneumonia
Idiopathic pulmonary fibrosis
Hazard ratio
Radiology
Lung transplantation
Histopathology
Logistic regression

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