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Random forests for verbal autopsy analysis: multisite validation study using clinical diagnostic gold standards

Abraham D Flaxman*, Alireza Vahdatpour, Sean Green, Spencer L James, Christopher JL Murray and the Population Health Metrics Research Consortium (PHMRC)

  • * Corresponding author: Abraham D Flaxman abie@uw.edu

Population Health Metrics 2011, 9:29 doi:10.1186/1478-7954-9-29

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Research   Open Access

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

Rafael Lozano, Michael K Freeman, Spencer L James, Benjamin Campbell, Alan D Lopez, Abraham D Flaxman, Christopher JL Murray, Population Health Metrics 2011, 9:50 (5 August 2011)

This article is part of a collection on Verbal autopsy:...

Research   Open Access

Direct estimation of cause-specific mortality fractions from verbal autopsies: multisite validation study using clinical diagnostic gold standards

Abraham D Flaxman, Alireza Vahdatpour, Spencer L James, Jeanette K Birnbaum, Christopher JL Murray, Population Health Metrics 2011, 9:35 (4 August 2011)

This article is part of a collection on Verbal autopsy:...

Research   Open Access

Performance of the Tariff Method: validation of a simple additive algorithm for analysis of verbal autopsies

Spencer L James, Abraham D Flaxman, Christopher JL Murray, Population Health Metrics 2011, 9:31 (4 August 2011)

This article is part of a collection on Verbal autopsy:...

Research   Open Access

Robust metrics for assessing the performance of different verbal autopsy cause assignment methods in validation studies

Christopher JL Murray, Rafael Lozano, Abraham D Flaxman, Alireza Vahdatpour, Alan D Lopez Population Health Metrics 2011, 9:28 (4 August 2011)

This article is part of a collection on Verbal autopsy:...

Research   Open Access

Population Health Metrics Research Consortium gold standard verbal autopsy validation study: design, implementation, and development of analysis datasets

Christopher JL Murray, Alan D Lopez, Robert Black, Ramesh Ahuja, Said Ali, Abdullah Baqui, Lalit Dandona, Emily Dantzer, Vinita Das, Usha Dhingra, Arup Dutta, Wafaie Fawzi, Abraham D Flaxman, Sara Gómez, Bernardo Hernández, Rohina Joshi, Henry Kalter, Aarti Kumar, Vishwajeet Kumar, Rafael Lozano, Marilla Lucero, Saurabh Mehta, Bruce Neal, Summer Ohno, Rajendra Prasad, Devarsetty Praveen, Zul Premji, Dolores Ramírez-Villalobos, Hazel Remolador, Ian Riley, Minerva Romero, Mwanaidi Said, Diozele Sanvictores, Sunil Sazawal, Veronica Tallo et al. Population Health Metrics 2011, 9:27 (4 August 2011)

This article is part of a collection on Verbal autopsy:...

Commentary   Open Access

Computer-based analysis of verbal autopsies: revolution or evolution?

Ian Riley Population Health Metrics 2011, 9:26 (1 August 2011)

This article is part of a collection on Verbal autopsy:...

Commentary   Open Access

Validation and validity of verbal autopsy procedures

Daniel Chandramohan Population Health Metrics 2011, 9:22 (1 August 2011)

This article is part of a collection on Verbal autopsy:...