Utilization of artificial intelligence for tuberculosis screening in Nepal

Indian Journal of Tuberculosis - Tập 70 - Trang 319-323 - 2023
Data Ram Adhikari1, Young Ae Kang2, Sujan Gautam3, Padam Kanta Dahal4
1Ministry of Health and Population, Nepal
2Yonsei University College of Medicine, Severance Hospital, Seoul, South Korea
3Manmohan Memorial Institute of Health Sciences, Nepal
4School of Health, Medical and Applied Sciences College of Science and Sustainability, Central Queensland University, Sydney Campus, Australia

Tài liệu tham khảo

2021 2018 2021 Bloom, 2017, 233 Government of Nepal, 2021 Adhikari, 2022, Prevalence and associated risk factors for tuberculosis among people living with HIV in Nepal, PLoS One, 17, 10.1371/journal.pone.0262720 2018 Shrestha, 2017, Health care workers' knowledge, attitudes and practices on tuberculosis infection control, Nepal, BMC Infect Dis, 17, 10.1186/s12879-017-2828-4 Breuninger, 2014, Diagnostic accuracy of computer-aided detection of pulmonary tuberculosis in chest radiographs: a validation study from sub-saharan Africa, PLoS One, 9, 10.1371/journal.pone.0106381 Qin, 2019, Using artificial intelligence to read chest radiographs for tuberculosis detection: a multi-site evaluation of the diagnostic accuracy of three deep learning systems, Sci Rep, 9, 10.1038/s41598-019-51503-3 Muyoyeta, 2014, The sensitivity and specificity of using a computer aided diagnosis program for automatically scoring chest X-rays of presumptive TB patients compared with Xpert MTB/RIF in Lusaka Zambia, PLoS One, 9, 10.1371/journal.pone.0093757 Maduskar, 2013, Detection of tuberculosis using digital chest radiography: automated reading vs. interpretation by clinical officers, Int J Tubercul Lung Dis, 17, 1613, 10.5588/ijtld.13.0325 Iwaki, 2021, Assessing factors associated with TB awareness in Nepal: a national and subnational study, Int J Environ Res Publ Health, 18, 5124, 10.3390/ijerph18105124 Mishra, 2005, Socio-economic status and adherence to tuberculosis treatment: a case-control study in a district of Nepal, Int J Tubercul Lung Dis, 9, 1134 McHugh, 2012, Interrater reliability: the kappa statistic, Biochem Med (Zagreb), 22, 276, 10.11613/BM.2012.031 Philipsen, 2015, Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs, Sci Rep, 5, 10.1038/srep12215 Melendez, 2016, An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information, Sci Rep, 6, 10.1038/srep25265 Qin, 2021, Tuberculosis detection from chest x-rays for triaging in a high tuberculosis-burden setting: an evaluation of five artificial intelligence algorithms, Lancet Digit Health, 3, e543, 10.1016/S2589-7500(21)00116-3 Rahman, 2017, An evaluation of automated chest radiography reading software for tuberculosis screening among public- and private-sector patients, Eur Respir J, 49, 10.1183/13993003.02159-2016 Philipsen, 2015, Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs, Sci Rep, 5, 10.1038/srep12215