Global Burden of Disease Study 2016 (GBD 2016) Causes of Death 3

CKD subtypes

• DisMod-MR 2.1
• Apply DisMod models to CODEm model
• CodCorrect
• Squeeze model results to 1

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Cocaine Dependence

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

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Congenital birth defects

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

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Cystic Echinococcosis (CE)

• CodCorrect
• Custom poisson regression
• ICD mapping, garbage coding, etc.
• YLL Calculation

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Cysticercosis

• CodCorrect
• Custom poisson regression
• ICD mapping, garbage coding, etc.
• YLL Calculation

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Decubitus ulcer

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

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Dengue

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

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Diabetes Mellitus

• Age sex splitting
• CodCorrect
• CODEm ages 0-14
• CODEm ages 15+
• Garbage code redistribution
• ICD mapping
• Noise reduction
• Standardize input data

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Diarrheal diseases

• Standardize input data
• ICD mapping
• Age-sex splitting
• Garbage code redistribution
• Noise reduction
• CODEM
• CodCorrect
• Model diarrhea incience in DisMod-MR
• Model under-reporting to WHO
• Model cholera case fatality ratio
• DisMod-MR to estimate incidence and mortality rates, Clostridium
• DisMod-MR to estimate proportion in diarrhea cases by etiology
• Correct proportion estimates for sensitivity and specificity compared to qPCR definition
• Calculate sensitivity and specificity of qPCR case definition
• Calculate odds ratio by age from qPCR data
• Calculate fatal PAF and apply to diarrheal deaths

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Digestive Diseases

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

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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
• Garbage code redistribution
• 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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