Development and validation of a 3D-convolutional neural network model based on chest CT for differentiating active pulmonary tuberculosis from community-acquired pneumonia
Dong Han, Yibing Chen, Xuechao Li, Wen Li, Xirong Zhang, Taiping He, Yong Yu, Yue Dou, Haifeng Duan, Nan Yu
Topics & Concepts
Convolutional neural networkTest setPneumoniaCommunity-acquired pneumoniaArtificial intelligenceDeep learningData setCalibrationMedicineTraining setReceiver operating characteristicComputer scienceSet (abstract data type)RadiologyPattern recognition (psychology)Machine learningMathematicsInternal medicineStatisticsProgramming languageCOVID-19 diagnosis using AITuberculosis Research and EpidemiologyPneumonia and Respiratory Infections