Time-critical conditions: assessment of burden and access to care using verbal autopsy in Agincourt, South Africa
… Computer models, such as InterVA-5, are available to interpret large amounts of data to …
Data from 1992 were excluded as the VA process had not been fully established that year. …
Data from 1992 were excluded as the VA process had not been fully established that year. …
Population cause of death estimation using verbal autopsy methods in large-scale field trials of maternal and child health: lessons learned from a 20-year research …
… Verbal Autopsy (PCVA) approach to ascertaining the cause of death from the VA
questionnaire—process we … from the meeting model to adopt the 4-coder approach because we …
questionnaire—process we … from the meeting model to adopt the 4-coder approach because we …
Community perception of causes of death using verbal autopsy for diabetes mellitus in Saudi Arabia
F Alyazidi, D Shakely, M Petzold… - PLOS Global Public …, 2023 - journals.plos.org
… A comprehensive and integrated approach to understanding how communities perceive
health … probabilistic modeling [44]. In this study, VA data has been processed using InterVA-5 …
health … probabilistic modeling [44]. In this study, VA data has been processed using InterVA-5 …
[HTML][HTML] Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?
A Cejudo, A Casillas, A Pérez, M Oronoz… - Artificial intelligence in …, 2023 - Elsevier
… 2.0 with other approaches well suited to the processing of … analyzed verbal autopsy data with
methods from the WHO 2016 … that the ensemble model benefits when having more data, as …
methods from the WHO 2016 … that the ensemble model benefits when having more data, as …
Causes of neonatal mortality using verbal autopsies in rural southern Nepal, 2010–2017
AR Saya, J Katz, SK Khatry, JM Tielsch… - PLOS Global Public …, 2022 - journals.plos.org
… The InterVA-5 software was used to identify COD. COD included … models which are used to
interpret the data from the verbal … of death using VA, the process is costly and not consistent …
interpret the data from the verbal … of death using VA, the process is costly and not consistent …
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?
A Cejudo Taramona, A Casillas Rubio… - 2023 - addi.ehu.es
… 2.0 with other approaches well suited to the processing of … analyzed verbal autopsy data with
methods from the WHO 2016 … that the ensemble model benefits when having more data, as …
methods from the WHO 2016 … that the ensemble model benefits when having more data, as …
Mortality trends and access to care for cardiovascular diseases in Agincourt, rural South Africa: a mixed-methods analysis of verbal autopsy data
… model specific to CVD in the Agincourt population, providing a basis for development and
application of the three delays model to … InterVA-5 gives a likelihood of a death being due to a …
application of the three delays model to … InterVA-5 gives a likelihood of a death being due to a …
[HTML][HTML] Does recall time matter in verbal autopsies? Evidence from urban informal settlements in Nairobi, Kenya
D Mategula, J Gichuki - Wellcome Open Research, 2020 - ncbi.nlm.nih.gov
… death: A validation study of a verbal autopsy model. [version 1; peer review: … InterVA-5 was
developed to accommodate the WHO 2016 standard VA tool that was not utilized for this data …
developed to accommodate the WHO 2016 standard VA tool that was not utilized for this data …
… of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million …
… The advantages of CART algorithm include fast processing of data and easy interpretation
… SVM-based prediction models were also extracted (S3 Fig) and this data concurs well with …
… SVM-based prediction models were also extracted (S3 Fig) and this data concurs well with …
Assessment of the underlying causes of adult deaths using a short version of verbal autopsy in Xaiyabouli Province, Lao People's Democratic Republic
B Thanavanh, N Hamajima, K Sida, K Duangdy… - BMC Public Health, 2023 - Springer
… This study aimed to develop a short version of verbal autopsy (… Flowchart of underlying
causes of death by verbal autopsy. … version of the verbal autopsy form developed in this study. …
causes of death by verbal autopsy. … version of the verbal autopsy form developed in this study. …