2016
DOI: 10.1371/journal.pone.0154032
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Chest Radiographic Patterns and the Transmission of Tuberculosis: Implications for Automated Systems

Abstract: BackgroundComputer-aided detection to identify and diagnose pulmonary tuberculosis is being explored. While both cavitation on chest radiograph and smear-positivity on microscopy are independent risk factors for the infectiousness of pulmonary tuberculosis it is unknown which radiographic pattern, were it detectable, would provide the greatest public health benefit; i.e. reduced transmission. Herein we provide that evidence.Objectives1) to determine whether pulmonary tuberculosis in a high income, low incidenc… Show more

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Cited by 24 publications
(26 citation statements)
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“…Similarly, some might call the 30 month transmission window into question. However, our method has been previously published and described, 19,20 with sensitivity analyses corroborating its appropriateness. Findings from other studies 30,31 also suggest that this length of time is likely to capture most transmission events.…”
Section: Discussionmentioning
confidence: 66%
See 1 more Smart Citation
“…Similarly, some might call the 30 month transmission window into question. However, our method has been previously published and described, 19,20 with sensitivity analyses corroborating its appropriateness. Findings from other studies 30,31 also suggest that this length of time is likely to capture most transmission events.…”
Section: Discussionmentioning
confidence: 66%
“…Our group has previously reported on this method of transmission identification. 19,20 Type 1 secondary cases were individuals who were listed as a contact of the source case, diagnosed with active tuberculosis within a transmission window extending from 6 months to before 24 months after the date of diagnosis of the source case, and culture positive with an isolate of M tuberculosis that was a genotypic match to the fingerprint of the putative source case. Type 2 secondary cases were close contacts of the source case who were diagnosed with active tuberculosis within the 30 month transmission window, but were culture negative (or cultures could not be obtained).…”
Section: Tuberculosis Transmissionmentioning
confidence: 99%
“…[13, 27, 28]. However, prior studies have not focussed on discriminatory analysis amongst strongly SSP patients and our data also illustrates that extent of radiological disease can usefully triage infectiousness amongst a subset of individuals who are all known to have multi-bacillary disease.…”
Section: Discussionmentioning
confidence: 71%
“…Patients whose radiographic report mentioned ‘tuberculosis’ or ‘cavity’ were more likely to have a positive sputum acid-fast smear, but not all smear-positive patients had one of these terms included in the report. As a group, patients with smear-positive pulmonary tuberculosis with typical radiographic features are more likely to transmit tuberculosis, and constitute the greatest health risk 10. Failing to diagnose these patients has huge implications for both the individual and the community.…”
Section: Discussionmentioning
confidence: 99%