Cargando…

Performance of InSilicoVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards

BACKGROUND: Recently, a new algorithm for automatic computer certification of verbal autopsy data named InSilicoVA was published. The authors presented their algorithm as a statistical method and assessed its performance using a single set of model predictors and one age group. METHODS: We perform a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Flaxman, Abraham D., Joseph, Jonathan C., Murray, Christopher J. L., Riley, Ian Douglas, Lopez, Alan D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907465/ https://www.ncbi.nlm.nih.gov/pubmed/29669548 http://dx.doi.org/10.1186/s12916-018-1039-1

Ejemplares similares

Non-confirming replication of “Performance of InSilicoVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards,” by Flaxman et al.
por: Li, Zehang Richard, et al.
Publicado: (2020)

The WHO 2016 verbal autopsy instrument: An international standard suitable for automated analysis by InterVA, InSilicoVA, and Tariff 2.0
por: Nichols, Erin K., et al.
Publicado: (2018)

Performance of InterVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards
por: Lozano, Rafael, et al.
Publicado: (2011)

Random forests for verbal autopsy analysis: multisite validation study using clinical diagnostic gold standards
por: Flaxman, Abraham D, et al.
Publicado: (2011)

Performance of physician-certified verbal autopsies: multisite validation study using clinical diagnostic gold standards
por: Lozano, Rafael, et al.
Publicado: (2011)

Direct estimation of cause-specific mortality fractions from verbal autopsies: multisite validation study using clinical diagnostic gold standards
por: Flaxman, Abraham D, et al.
Publicado: (2011)

The paradox of verbal autopsy in cause of death assignment: symptom question unreliability but predictive accuracy
por: Serina, Peter, et al.
Publicado: (2016)

Robust metrics for assessing the performance of different verbal autopsy cause assignment methods in validation studies
por: Murray, Christopher JL, et al.
Publicado: (2011)

Improving performance of the Tariff Method for assigning causes of death to verbal autopsies
por: Serina, Peter, et al.
Publicado: (2015)

Correction: Robust metrics for assessing the performance of different verbal autopsy cause assignment methods in validation studies
por: Murray, Christopher JL, et al.
Publicado: (2014)

Improving methods to measure comparable mortality by cause (IMMCMC): gold standard verbal autopsy dataset
por: Hazard, Riley H., et al.
Publicado: (2021)

Simplified Symptom Pattern Method for verbal autopsy analysis: multisite validation study using clinical diagnostic gold standards
por: Murray, Christopher JL, et al.
Publicado: (2011)

Correction to: Improving methods to measure comparable mortality by cause (IMMCMC): gold standard verbal autopsy dataset
por: Hazard, Riley H., et al.
Publicado: (2022)

Evaluation of methods for assigning causes of death from verbal autopsies in India
por: Benara, Sudhir K., et al.
Publicado: (2023)

Analysis of causes of death using verbal autopsies and vital registration in Hidalgo, Mexico
por: Ramirez-Villalobos, Dolores, et al.
Publicado: (2019)

Erratum: Evaluation of methods for assigning causes of death from verbal autopsies in India
Publicado: (2023)

Validations of verbal autopsies – comment on ‘automated versus physician assignment of cause of death for verbal autopsies: randomized trial of 9374 deaths in 117 villages in India’
por: Garenne, Michel
Publicado: (2019)

Validating physician-certified verbal autopsy and probabilistic modeling (InterVA) approaches to verbal autopsy interpretation using hospital causes of adult deaths
por: Bauni, Evasius, et al.
Publicado: (2011)

Performance of the Tariff Method: validation of a simple additive algorithm for analysis of verbal autopsies
por: James, Spencer L, et al.
Publicado: (2011)

Verbal autopsy standards : ascertaining and attributing cause of death.
Publicado: (2007)

Usefulness of the Population Health Metrics Research Consortium gold standard verbal autopsy data for general verbal autopsy methods
por: Byass, Peter
Publicado: (2014)

Verbal autopsy-assigned causes of death among adults being investigated for TB in South Africa
por: Maraba, Noriah, et al.
Publicado: (2016)

Strengthening standardised interpretation of verbal autopsy data: the new InterVA-4 tool
por: Byass, Peter, et al.
Publicado: (2012)

A de-identified database of 11,979 verbal autopsy open-ended responses
por: Flaxman, Abraham D., et al.
Publicado: (2018)

Population Health Metrics Research Consortium gold standard verbal autopsy validation study: design, implementation, and development of analysis datasets
por: Murray, Christopher JL, et al.
Publicado: (2011)

Comparison of physician-certified verbal autopsy with computer-coded verbal autopsy for cause of death assignment in hospitalized patients in low- and middle-income countries: systematic review
por: Leitao, Jordana, et al.
Publicado: (2014)

Robustness of the Tariff method for diagnosing verbal autopsies: impact of additional site data on the relationship between symptom and cause
por: Chowdhury, Hafizur Rahman, et al.
Publicado: (2019)

Comparing tariff and medical assistant assigned causes of death from verbal autopsy interviews in Matlab, Bangladesh: implications for a health and demographic surveillance system
por: Hazard, Riley H., et al.
Publicado: (2018)

Using verbal autopsy to measure causes of death: the comparative performance of existing methods
por: Murray, Christopher JL, et al.
Publicado: (2014)

Automated versus physician assignment of cause of death for verbal autopsies: randomized trial of 9374 deaths in 117 villages in India
por: Jha, Prabhat, et al.
Publicado: (2019)

What is the optimal recall period for verbal autopsies? Validation study based on repeat interviews in three populations
por: Serina, Peter, et al.
Publicado: (2016)

Causes of infant deaths and patterns of associated factors in Eastern Ethiopia: Results of verbal autopsy (InterVA-4) study
por: Mebrahtom, Samuel, et al.
Publicado: (2022)

An integrated approach to processing WHO-2016 verbal autopsy data: the InterVA-5 model
por: Byass, Peter, et al.
Publicado: (2019)

Collecting verbal autopsies: improving and streamlining data collection processes using electronic tablets
por: Flaxman, Abraham D., et al.
Publicado: (2018)

Improving cause of death certification in the Philippines: implementation of an electronic verbal autopsy decision support tool (SmartVA auto-analyse) to aid physician diagnoses of out-of-facility deaths
por: Joshi, Rohina, et al.
Publicado: (2021)

Trends in causes of death among children under 5 in Bangladesh, 1993-2004: an exercise applying a standardized computer algorithm to assign causes of death using verbal autopsy data
por: Liu, Li, et al.
Publicado: (2011)

Adaptation of a probabilistic method (InterVA) of verbal autopsy to improve the interpretation of cause of stillbirth and neonatal death in Malawi, Nepal, and Zimbabwe
por: Vergnano, Stefania, et al.
Publicado: (2011)

Verbal autopsy interpretation: a comparative analysis of the InterVA model versus physician review in determining causes of death in the Nairobi DSS
por: Oti, Samuel O, et al.
Publicado: (2010)

Probabilistic Methods for Verbal Autopsy Interpretation: InterVA Robustness in Relation to Variations in A Priori Probabilities
por: Fottrell, Edward, et al.
Publicado: (2011)

Validation of the verbal autopsy questionnaire for adult deaths in Iran
por: Dehghan, Azizallah, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_4ki2754ac3p1aspq7ji5vqlg81