Multidrug-resistant HIV/AIDS-tuberculosis, extensively drug-resistant HIV/AIDS-tuberculosis and drug-sensitive HIV/AIDS-tuberculosis
- Calculate fractions of HIV-TB deaths among all TB deaths
- Mixed effects regression to predict proportions of HIV-TB among all TB cases
- Compute relative risks by location/year and a median relative risk of TB deaths among HIV positive individuals
- Predict fraction of HIV-TB deaths for all locations and years
- HIV-TB deaths=(fraction /(1- fraction))* TB no-HIV deaths
- Age-split HIV-TB deaths
- Apply a cap of 45% on the fraction of HIV-TB deaths among HIV deaths
- Calculate proportions of MDR-TB in HIV-TB cases
- Meta-analysis (RR of mortality in MDR-TB cases)
- Calculate fractions of MDR-TB deaths in HIV-TB deaths
- Apply fractions of MDR-TB deaths to HIV-TB deaths
- Meta-analysis (RR of mortality in XDR-TB cases)
- Calculate super-region level proportions of XDR- TB in MDR-TB cases
- Calculate fractions of XDR-TB deaths in MDR-TB deaths
- Apply fractions of XDR-TB deaths
- Subtract MDR-HIV-TB deaths from all HIV-TB deaths
- Subtract XDR-HIV-TB deaths from MDR-HIV-TB deaths
Multidrug-resistant tuberculosis, extensively drug-resistant tuberculosis, and drug-sensitive tuberculosis
- Standardize input data
- ICD mapping
- Age-sex splitting
- Garbage code redistribution and HIV correction
- Noise reduction
- CODEm
- CodCorrect
- Meta-analysis (RR MDR-TB mortality)
- Space-time Gaussian Process Regression
- Calculate proportions of MDR-TB in TB no-HIV cases
- Calculate fractions of MDR-TB deaths among TB deaths
- Apply fractions of MDR-TB deaths to TB deaths
- Subtract MDR-TB deaths from all TB deaths
- Meta-analysis (RR XDR-TB mortality)
- Calculate super-region level proportions of XDR- TB among MDR-TB cases
- Calculate fractions of XDR-TB deaths in MDR-TB deaths
- Apply fractions of XDR-TB deaths
- Subtract XDR-TB deaths from MDR-TB deaths
Multiple Sclerosis
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Musculoskeletal disorders
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Myocarditis
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Neonatal disorders
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Nutritional deficiencies
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Opioid dependence
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Other cardiomyopathy
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Other Cardiovascular and Circulatory Diseases
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Other chronic respiratory diseases
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Other digestive diseases
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Other drug use disorders
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
