The accuracy of mobile teleradiology in the evaluation of chest X-rays.

We assessed the diagnostic accuracy of digital photographs of plain film chest X-rays (CXRs) obtained using a mobile phone. The study was a randomized, non-inferiority trial, in which physical plain film CXRs viewed on a light box were compared with digital photographs of plain film CXRs. CXRs were selected from a database of radiology studies to show common pathologies found in Botswana associated with pneumonia, lung carcinoma, tuberculosis, pneumothorax and interstitial disease, as well as normal findings. The pre-selected diagnoses were subsequently verified by a second radiologist. Seven radiologists were randomized to review 75 plain film CXRs on light boxes before viewing 75 digital photographs, or vice versa. Their responses were considered correct if they matched the pre-defined diagnosis. For both modalities, the correct diagnosis was provided in 79% of cases; for plain film CXRs, the correct diagnosis was provided in 82% of cases and for digital photographs the correct diagnosis was provided in 76% of cases. The difference in diagnostic accuracy was -5.7% (95% CI: -10.8% to -0.5%), which confirmed non-inferiority (P<0.001) for the primary outcome of diagnostic accuracy. A subgroup analysis demonstrated non-inferiority for lung carcinoma and pneumonia images, although non-inferiority was not achieved for pneumothorax, tuberculosis, interstitial disease or normal images. The study demonstrates that digital photographs of CXRs obtained via a mobile phone equipped with a digital camera are non-inferior to plain film CXRs.

Early immunologic failure is associated with early mortality among advanced HIV-infected adults initiating antiretroviral therapy with active tuberculosis.

BACKGROUND: The relationship between antiretroviral therapy (ART) response and early mortality after ART initiation is unknown. We hypothesized that early mortality is associated with decreased early immunologic response to ART. METHODS: We prospectively determined the association between changes in plasma human immunodeficiency virus type 1 (HIV-1) RNA and CD4(+) T-cell counts (CD4 count) after 4 weeks of ART and early mortality in adults with pulmonary tuberculosis and pre-ART CD4 counts ≤ 125 cells/µL. Purified protein derivative (PPD)-specific immune recovery was determined by interferon-γ enzyme-linked immunosorbent spot assays. Levels of interleukin 6, C-reactive protein, and soluble CD14 were assessed. Patients with CD4 count and viral load values at baseline and week 4 were analyzed using multiple logistic regression. RESULTS: Early immunologic response, but not pre-ART CD4 counts or virologic response, was related to early mortality (8 [interquartile range {IQR}, -18 to 43] vs 68 [IQR, 24-131] cells/µL, P = .002). In a logistic regression model, every 20 cells/µL increase in the CD4 count from baseline to week 4 was independently associated with a 40% reduction in the odds of death (odds ratio, 0.59 [95% confidence interval, .41-.87]). PPD-specific immune recovery was lower, whereas levels of immune activation were higher, among deaths. CONCLUSIONS: Early immunologic failure despite virologic suppression is associated with early mortality after ART initiation in advanced HIV/tuberculosis.