[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
Civil registration and vital statistics systems capture birth and death events to compile vital
statistics and to provide legal rights to citizens. Vital statistics are a key factor in promoting …
statistics and to provide legal rights to citizens. Vital statistics are a key factor in promoting …
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
Over the past 70 years, significant advances have been made in determining the causes of
death in populations not served by official medical certification of cause at the time of death …
death in populations not served by official medical certification of cause at the time of death …
Insilicova: a method to automate cause of death assignment for verbal autopsy
Verbal autopsies (VA) are widely used to provide cause-specific mortality estimates in
developing world settings where vital registration does not function well. VAs assign cause …
developing world settings where vital registration does not function well. VAs assign cause …
Automatically determining cause of death from verbal autopsy narratives
Background A verbal autopsy (VA) is a post-hoc written interview report of the symptoms
preceding a person's death in cases where no official cause of death (CoD) was determined …
preceding a person's death in cases where no official cause of death (CoD) was determined …
New challenges for verbal autopsy: Considering the ethical and social implications of verbal autopsy methods in routine health information systems
Verbal autopsy (VA) methods are designed to collect cause-of-death information from
populations where many deaths occur outside of health facilities and where death …
populations where many deaths occur outside of health facilities and where death …
[HTML][HTML] Verbal autopsy: advancing science, facilitating application
Critical information on population health is needed to inform planning, resource allocation,
program implementation, monitoring, and evaluation. One of the key descriptors of a …
program implementation, monitoring, and evaluation. One of the key descriptors of a …
Bayesian Active Questionnaire Design for Cause-of-Death Assignment Using Verbal Autopsies
T Yoshida, TS Fan, T McCormick… - … on Health, Inference …, 2023 - proceedings.mlr.press
Only about one-third of the deaths worldwide are assigned a medically-certified cause, and
understanding the causes of deaths occurring outside of medical facilities is logistically and …
understanding the causes of deaths occurring outside of medical facilities is logistically and …
Using verbal autopsy to measure causes of death: the comparative performance of existing methods
Background Monitoring progress with disease and injury reduction in many populations will
require widespread use of verbal autopsy (VA). Multiple methods have been developed for …
require widespread use of verbal autopsy (VA). Multiple methods have been developed for …
Extracting cause of death from verbal autopsy with deep learning interpretable methods
A Blanco, A Pérez, A Casillas… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
The international standard to ascertain the cause of death is medical certification. However,
in many low and middle-income countries, the majority of deaths occur outside of health …
in many low and middle-income countries, the majority of deaths occur outside of health …
[HTML][HTML] Validating hierarchical verbal autopsy expert algorithms in a large data set with known causes of death
Background Physician assessment historically has been the most common method of
analyzing verbal autopsy (VA) data. Recently, the World Health Organization endorsed two …
analyzing verbal autopsy (VA) data. Recently, the World Health Organization endorsed two …