Verbal autopsy models in determining causes of death
Objectives To systematically review current practices, strengths and limitations of existing VA
approaches to increase understanding of health system stakeholders and researchers …
approaches to increase understanding of health system stakeholders and researchers …
[HTML][HTML] Limitations to current methods to estimate cause of death: a validation study of a verbal autopsy model
C Menéndez, L Quintó, P Castillo, C Carrilho… - Gates Open …, 2020 - ncbi.nlm.nih.gov
Background: Accurate information on causes of death (CoD) is essential to estimate burden
of disease, track global progress, prioritize cost-effective interventions, and inform policies to …
of disease, track global progress, prioritize cost-effective interventions, and inform policies to …
[HTML][HTML] Performance evaluation of machine learning and Computer Coded Verbal Autopsy (CCVA) algorithms for cause of death determination: A comparative …
MT Mapundu, CW Kabudula, E Musenge… - Frontiers in Public …, 2022 - frontiersin.org
Computer Coded Verbal Autopsy (CCVA) algorithms are commonly used to determine the
cause of death (CoD) from questionnaire responses extracted from verbal autopsies (VAs) …
cause of death (CoD) from questionnaire responses extracted from verbal autopsies (VAs) …
[HTML][HTML] Validating physician-certified verbal autopsy and probabilistic modeling (InterVA) approaches to verbal autopsy interpretation using hospital causes of adult …
E Bauni, C Ndila, G Mochamah, G Nyutu… - Population health …, 2011 - Springer
Background The most common method for determining cause of death is certification by
physicians based either on available medical records, or where such data are not available …
physicians based either on available medical records, or where such data are not available …
[HTML][HTML] Correcting for verbal autopsy misclassification bias in cause-specific mortality estimates
Verbal autopsies (VAs) are extensively used to determine cause of death (COD) in many low-
and middle-income countries. However, COD determination from VA can be inaccurate …
and middle-income countries. However, COD determination from VA can be inaccurate …
[HTML][HTML] Comparing verbal autopsy cause of death findings as determined by physician coding and probabilistic modelling: a public health analysis of 54 000 deaths …
Background Coverage of civil registration and vital statistics varies globally, with most
deaths in Africa and Asia remaining either unregistered or registered without cause of death …
deaths in Africa and Asia remaining either unregistered or registered without cause of death …
[HTML][HTML] Verbal autopsy interpretation: a comparative analysis of the InterVA model versus physician review in determining causes of death in the Nairobi DSS
SO Oti, C Kyobutungi - Population health metrics, 2010 - Springer
Background Developing countries generally lack complete vital registration systems that can
produce cause of death information for health planning in their populations. As an …
produce cause of death information for health planning in their populations. As an …
[HTML][HTML] Usefulness of the Population Health Metrics Research Consortium gold standard verbal autopsy data for general verbal autopsy methods
P Byass - BMC medicine, 2014 - Springer
Abstract Background Verbal Autopsy (VA) is widely viewed as the only immediate strategy
for registering cause of death in much of Africa and Asia, where routine physician …
for registering cause of death in much of Africa and Asia, where routine physician …
Validity of data‐derived algorithms for ascertaining causes of adult death in two African sites using verbal autopsy
MA Quigley, D Chandramohan, P Setel… - Tropical Medicine & …, 2000 - Wiley Online Library
Summary background Verbal autopsy (VA) is used to ascertain causes of death using
information obtained from bereaved relatives. Causes of death can be ascertained from VA …
information obtained from bereaved relatives. Causes of death can be ascertained from VA …
[HTML][HTML] Performance of four computer-coded verbal autopsy methods for cause of death assignment compared with physician coding on 24,000 deaths in low-and …
N Desai, L Aleksandrowicz, P Miasnikof, Y Lu, J Leitao… - BMC medicine, 2014 - Springer
Background Physician-coded verbal autopsy (PCVA) is the most widely used method to
determine causes of death (CODs) in countries where medical certification of death is …
determine causes of death (CODs) in countries where medical certification of death is …
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