Global Burden of Disease Study 2017 (GBD 2017) - Causes of Death 4

Diphtheria

• Age sex splitting
• CodCorrect
• ICD mapping
• Negative binomial model
• Standardize input data

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Drug use disorders

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Eating disorders

• Age sex splitting
• CodCorrect
• CODEm
• ICD mapping
• Noise reduction
• Standardize input data

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Ebola

• Age-sex splitting
• Correction factor
• Run draws

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Encephalitis

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Endocarditis

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Endocrine, metabolic, blood, and immune disorders

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Epilepsy

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Fatal Discontinuities

• Cod data formatting and mapping
• VR de-duplication
• Run draws
• Age-sex splitting
• Combine with CODEM models

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Gallbladder and biliary diseases

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Gastritis and duodenitis

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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GBD2017 Causes of death estimation flowchart by modeling group

• Imported cases
• Fatal discontinuities model
• EPP\Spectrum
• CODEm
• Negative binomial regression models
• Case fatality rate meta regression
• Death estimation incidence*case fatality rate
• CoDCorrect
• Add imported cases, fatal discontinuities, and HIV\AIDs
• Incidence regression model
• Excess mortality estimation
• DisMod-MR2.1

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Gynecological conditions

• Standardize input data
• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction

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Hemoglobinopathies and hemolytic anemias

• Cause of death estimation
  • Custom etiology splits
  • Age sex splitting
  • CodCorrect
  • CODEm
  • Garbage code redistribution
  • ICD Mapping
  • Noise reduction
  • Standardize Input Data
  • Split total hemog deaths using sum of Dismod CSMR and VR
• Nonfatal cause estimation
  • Dismod-MR 2.1
  • Inpatient vs. outpatient adjustment
  • Primary code adjustment from Marketscan

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Hepatitis

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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