Global Burden of Disease Study 2016 (GBD 2016) Causes of Death 4

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
• Outlier VR points in CoD db
• 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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GBD2016 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

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

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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
• Nonfatal cause estimation
  • Dismod-MR 2.1
  • Inpatient vs. outpatient adjustment
  • Primary code adjustment from Marketscan

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Hemorrhagic Stroke

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

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Hepatitis

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

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HIV/AIDS

• 1ab. Generalized epidemics
  • 01. EPP
  • 02. Sample draws from each run
• 2ab. Concentrated epidemics with vital statistics
  • 03. ST-GPR
  • 04. Spectrum
  • 05. Duration Spectrum
  • 06. Cohort Incidence Bias Adjustment
• 2c. Concentrated epidemics without vital statistics
  • 07. Spectrum
  • 08. Incidence adjustment
• 3. Final
  • 09. Spectrum
  • 10. Split subnational data for India and Kenya

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Human African Trypanosomiasis (HAT)

• Cause of death estimation
  • Age-splitting
  • Case detection rate
  • Deaths (not age-specific)
  • Deaths among treated
  • Fill in gaps - reported coverage
  • Fill in gaps - screening coverage
  • Regression
  • Undetected cases
• Nonfatal health outcome estimation
  • Age-splitting
  • Comorbidity correction
  • Incident cases
  • Prevalence estimation
  • Splitting sleeping disorder/disfig
  • Splitting treated/untreated
  • YLD Calculation

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Hypertensive Heart Disease

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

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Inflammatory Bowel Disease

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

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Inguinal, Femoral, and Abdominal Hernias

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

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