Diagnostic value of the dual-modal imaging radiomics model for subpleural pulmonary lesions.

PURPOSE: To investigate the clinical value of the radiomics model of grayscale ultrasound (GUS) and contrast-enhanced ultrasound (CEUS) to diagnosis subpleural pulmonary tuberculosis and nonpulmonary tuberculosis based on GUS and CEUS images. METHODS: This study included 221 patients with 228 lesions diagnosed using the composite reference standard. The patients were randomly divided into training (n = 183) and test (n = 45) cohorts in an 8:2 ratio. The regions of interest of the GUS and CEUS images were manually segmented to extract the radiomic features. The GUS, CEUS and GUS+CEUS radiomics models were constructed via the multistep selection of highly correlated features. Receiver operating characteristic curves of the different models were plotted, and the area under the curve (AUC), accuracy, sensitivity, specificity, positive predictive value and negative predictive value (NPV) of the different models were compared. RESULTS: Following Least Absolute Shrinkage and Selection Operator dimension reduction we selected 4, 9, and 11 features to construct the GUS, CEUS, and GUS+CEUS radiomics models, respectively. The AUC values of the three groups in the test cohort were 0.689, 0.748 and 0.779, respectively, and they did not differ significantly. In the test cohort, the GUS+CEUS radiomics model exhibited the highest AUC (0.779), accuracy (75.56%), and NPV (68.7%) of the three models. CONCLUSIONS: The GUS+CEUS radiomics model possesses good clinical value in diagnosing pulmonary tuberculosis.

Tuberculosis pulmonar y extrapulmonar en niños / Pulmonary and extrapulmonary tuberculosis in children

La Organización Mundial de la Salud (OMS) informa que ocurren 1.1 millones de casos de tuberculosis (TBC) en niños <15 años. En Chile se observa un aumento de casos en el tiempo. La pandemia por SARS-Cov2 ha implicado una disminución de la pesquisa y un retardo de la atención y diagnóstico de TBC. Se presenta dos casos clínicos de tuberculosis en adolescentes. El primero corresponde a un adolescente con una tuberculosis pulmonar de difícil y tardío diagnóstico, habiéndose descartado inicialmente TBC por estudio molecular y PPD no reactivo. El segundo caso corresponde a un adolescente con una tuberculosis pulmonar y extrapulmonar de diagnóstico tardío, de 8 meses de evolución, posterior a un cuadro leve de Covid.

The World Health Organization (WHO) reports that 1.1 million cases of tuberculosis (TB) occur in children <15 years of age. In Chile, an increase in cases is observed over time. The SARS-Cov2 pandemic has led to a decrease in screening and a delay in care and diagnosis of TB. Two clinical cases of tuberculosis in adolescents are presented. The first corresponds to an adolescent with TB of difficult and late diagnosis, having initially ruled out TB by molecular study and non-reactive PPD. The second case corresponds to an adolescent with pulmonary and extrapulmonary tuberculosis of late diagnosis, of 8 months of evolution, after a mild respiratory infection of Covid.