Global Burden of Disease Study 2021 (GBD 2021) - Cause of Death 9 (Protein energy malnutrition - Tuberculosis)

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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Pulmonary arterial hypertension

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

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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

• Split total STI deaths into sub-causes using age and sex specific VR ratio for super-region group
• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD Mapping
• Noise reduction
• Standardize Input Data

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Stroke

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

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Subarachnoid hemorrhage

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

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Sudden Infant Death Syndrome (SIDS)

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

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Syphilis

• percent ANC clinics test/treat
• ratio of CS deaths in every under 10 age group relative to neonatal deaths
• percent of 1, 2, 3, 4+ antenatal care visits
• Meta-analyses
• percent early and late syphilis
• number of syphilitic pregnancies
• stillbirths due to syphilis
• deaths in all locations by year/age/sex due to CS
• CODEm

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Tetanus

• Age-sex splitting
• CoDCorrect
• CODEm models for data-rich/global, male/female, and under age 1/over age 1
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Tuberculosis

• Age sex splitting
• CodCorrect
• CODEm
• Garbage code redistribution
• ICD Mapping
• Noise reduction
• Standardize Input Data

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