T-SPOT Combined with CT Image Analysis Based on Deep Learning for Early Differential Diagnosis of Non-Tuberculous Mycobacteria Pulmonary Disease and Pulmonary Tuberculosis.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases(2022)

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摘要
Our study shows that the new diagnostic system combining T-SPOT with DL based CT image analysis can greatly improve the classification precision of NTM-PD and PTB, when the two method predictions were consistent.
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关键词
Artificial intelligence,Computed Tomography,Deep Learning,Non-tuberculous mycobacteria pulmonary disease,Pulmonary tuberculosis,T-SPOT
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