Regularized Bayesian transfer learning for population level etiological distributions

24 Apr 2019 Datta Abhirup Fiksel Jacob Amouzou Agbessi Zeger Scott

Computer-coded verbal autopsy (CCVA) algorithms predict cause of death from high-dimensional family questionnaire data (verbal autopsies) of a deceased individual. CCVA algorithms are typically trained on non-local data, then used to generate national and regional estimates of cause-specific mortality fractions... (read more)

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