ML in TB Research via Administrative Data
High-dimensional Disease Risk Score (hdDRS)
Decoding Machine Learning for Public Health Research: Case Studies from Epidemiological Research
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Artificial Learning for Disease Surveillance and Epidemiology
Overview
Ideas related to Prediction
Ideas related to Causal Inference
ML in MS Research via Administrative Data
Comorbidity scores for MS, and ML intergration (MS-CSI)
ML in TB Research via Administrative Data
Missing Observations in ML Prediction Problems
High-dimensional Disease Risk Score (hdDRS)
ML in Observationals Studies
Double Crossfitting in ML Causal Problems
Methodological Medical Research while Intergrating ML
4 Examples
ML in TB Research via Administrative Data
High-dimensional Disease Risk Score (hdDRS)
High-dimensional Disease Risk Score (hdDRS)
Missing Observations in ML Prediction Problems
ML in Observationals Studies