Global Burden of Disease Study 2019 (GBD 2019) - Cause of Death 9 (Parkinson Disease - Stroke)

Parkinson Disease

• Age sex splitting and age splitting
• CodCorrect
• CODEm (model 1)
• CODEm (model 2)
• Dismod-MR 2.1 (model 1)
• Dismod-MR 2.1 (model 2)
• EMR regression
• Garbage code redistribution
• ICD Mapping
• Log-linear interpolation
• Noise reduction
• Nonfatal age sex splitting and age splitting
• Select coutnries with highest CSMR\prev ratios and prevalence greater than 0.005
• Standardize Input Data
• Multiple cause of death data analysis
• Parkinson's disease redistribution

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Peptic ulcer disease

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

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Peripheral Artery Disease

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

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Pertussis (whooping cough)

• Age-sex splitting
• CoDCorrect
• CODEm models (data-rich countries only)
• Deaths = cases * CFR
• Age sex splitting (based on cause of death data)
• Combine CODEm deaths from data-rich countries and natural history model deaths from remaining countries
• Garbage code redistribution
• Negative binomial regression
• Noise reduction
• Standardize input data

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Pneumoconiosis diseases

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

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Protein energy malnutrition

• Standardize input data
• ICD mapping
• Age sex splitting
• Garbage code redistribution
• Noise reduction
• CODEm
• Centrally aggregate deaths and generate nutritional deficiency subcategory-specific fractions
• Apply fractions to deaths due to nutritional deficiencies (the parent cause)
• CodCorrect

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Pyoderma

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

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Rabies

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

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Rheumatic Heart Disease

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

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Rheumatoid arthritis

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

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Schistosomiasis

• Cause of death estimation
  • ICD mapping, garbage code correction, etc.
  • Custom negative binomial regression
  • CoDCorrect
  • YLD calculation
• Nonfatal health outcome estimation
  • Prepare MDA coverage dta
  • Prepare population at risk data
  • DisMod-MR 2.1
  • Apply geographic restrictions
  • Scale to population at risk

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Skin and subcutaneous diseases

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

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STI excluding HIV

• CODEm
• Split total STI deaths into sub-causes
• Age sex splitting
• CodCorrect
• Garbage code redistribution
• ICD Mapping
• Noise reduction
• Standardize Input Data

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Stroke

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data
• Correction for miscoding of Alzheimer's and other dementias and Parkinson's

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