Radiomics Nomogram Analyses for Differentiating Pneumonia and Acute Paraquat Lung Injury

• Published in: Scientific reports Vol. 9; no. 1; pp. 15029 - 9
• Main Authors: Yanling, Wang, Duo, Gao, Zuojun, Geng, Zhongqiang, Shi, Yankai, Wu, Shan, Lu, Hongying, Cui
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 21.10.2019; Nature Publishing Group
• Subjects: 639/705; 692/499; Acute Disease; Adult; Algorithms; Aspartate transaminase; Body temperature; Calibration; Clinical Decision-Making; Cohort Studies; Diagnosis, Differential; Female; Humanities and Social Sciences; Humans; Laboratories; Laboratory tests; Lungs; Male; multidisciplinary; Nausea; Nomograms; Paraquat; Patients; Pneumonia; Pneumonia - diagnosis; Pneumonia - diagnostic imaging; Poisoning; Prediction models; Public health; Pulmonary Edema - diagnosis; Pulmonary Edema - diagnostic imaging; Radiomics; Reproducibility of Results; Risk factors; ROC Curve; Science; Science (multidisciplinary); Suicide; Tomography, X-Ray Computed; Transaminase; Vomiting

Paraquat poisoning has become a serious public health problem in some Asian countries because of misuse or suicide. We sought to develop and validate a radiomics nomogram incorporating radiomics signature and laboratory bio-markers, for differentiating bacterial pneumonia and acute paraquat lung inj...