Natural Language Processing and Machine Learning for Detection of Respiratory Illness by Chest CT Imaging and Tracking of COVID-19 Pandemic in the US.

Ricardo C Cury, Istvan Megyeri, Tony Lindsey, Robson Macedo,Juan Batlle,Shwan Kim,Brian Baker,Robert Harris,Reese H Clark

Radiology. Cardiothoracic imaging（2021）

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摘要

Using big data, we developed a novel machine-learning based NLP algorithm that can track imaging findings of respiratory illness detected on chest CT imaging reports with strong correlation with the progression of the COVID-19 pandemic in the US.

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关键词

big data,chest CT,computed tomography,machine learning,natural language processing,public health,viral outbreak

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