Information extraction from verbal autopsies

A Cejudo Taramona - 2022 - addi.ehu.es
… suite of computer models and it is included in the WHO 2016 … the WHO for the analysis of
verbal autopsies. InterVA estimates the … data mining, to extract the cause of death by processing

Estimating causes of death where there is no medical certification: evolution and state of the art of verbal autopsy

D Chandramohan, E Fottrell, J Leitao… - Global Health …, 2021 - Taylor & Francis
… public domain, InterVA-5, InSilicoVA and … processing have been used with promising results
[Citation43]. Automatic examination of large volumes of data can be the key to infer models

A comparative analysis of the InterVA model versus physician review in determining causes of neonatal deaths using verbal autopsy data from Nepal

D Dharel, P Dawson, D Adeyinka, N Muhajarine… - 2021 - researchsquare.com
… Thus, InterVA-5 140 brings the model in line with the WHO-2016 VA standard. With …
integrated 453 approach to processing WHO-2016 verbal autopsy data: the InterVA-5 model

Understanding Causes of Mortality Among Mothers and Children in Ethiopia Using Verbal Autopsy Interviews

H Muleta - 2020 - search.proquest.com
InterVA-5, a software system developed at the Umeå Centre for Global Health Research in
Sweden which utilizes Bayesian probabilistic modeling to … Delay Model were also reported. …

Comparison of the Causes of Death Identified Using Automated Verbal Autopsy and Complete Autopsy among Brought-in-Dead Cases at a Tertiary Hospital in Sub …

Y Yokobori, J Matsuura, Y Sugiura… - Applied Clinical …, 2022 - thieme-connect.com
… results from InterVA-5 software with our team of researchers. InterVA-5 was chosen as the
automated VA tool because the Civil Registration Office already used InterVA-5 to determine …

Agreement between cause of death assignment by computer-coded verbal autopsy methods and physician coding of verbal autopsy interviews in South Africa

P Groenewald, J Thomas, SJ Clark, D Morof… - Global Health …, 2023 - Taylor & Francis
… reduce the costs associated with processing VA interviews by … This comparison of the
performance of InterVA-5, inSilicoVA … The WHO 2016 verbal autopsy instrument: an international …

Can verbal autopsies be used on a national scale? Key findings and lessons from the South Africa National Cause-of-Death Validation Study.

M Maqungo, N Nannan, B Nojilana, E Nichols, D Morof… - 2022 - researchsquare.com
… We modi ed the WHO 2016 questionnaire to start with the … the VA data through additional
data cleaning, and the InterVA-5 … and an automated computerized model to ascertain probable …

Enhancing the value of death registration with verbal autopsy data: a pilot study in the Senegalese urban population in 2019

K Niang, A Fall, S Ndiaye, M Sarr, K Ba… - Archives of public …, 2023 - Springer
… Questionnaire and data processing … The InterVA-5 model, applied to the 2016 WHO
questionnaire, also … InterVA-5 calculates the likelihood that each death is attributable to one of …

[HTML][HTML] The openVA toolkit for verbal autopsies

ZR Li, J Thomas, E Choi, TH McCormick, SJ Clark - The R journal, 2022 - ncbi.nlm.nih.gov
… of death, InterVA-5 utilizes the WHO 2016 COD categories, … In this section, we demonstrate
the model fitting process in the … models to infer cause of death from verbal autopsy data. …

Enhancing the value of death registration with verbal autopsy data: a pilot study in Dakar, Senegal

N Khadim, A Fall, S Ndiaye, M Sarr, K Ba, B Masquelier - 2022 - researchsquare.com
… Questionnaire and data processing We used the standardized verbal autopsy … An
integrated approach to processing WHO-2016 verbal autopsy data: the InterVA-5 model. …