Search Results for author: Thokozile Manaka

Found 2 papers, 1 papers with code

Improving Cause-of-Death Classification from Verbal Autopsy Reports

no code implementations31 Oct 2022 Thokozile Manaka, Terence van Zyl, Deepak Kar

We present a system that relies on two transfer learning paradigms of monolingual learning and multi-source domain adaptation to improve VA narratives for the target task of the COD classification.

Classification Domain Adaptation +1

Using Machine Learning to Fuse Verbal Autopsy Narratives and Binary Features in the Analysis of Deaths from Hyperglycaemia

1 code implementation26 Apr 2022 Thokozile Manaka, Terence van Zyl, Alisha N Wade, Deepak Kar

Lower-and-middle income countries are faced with challenges arising from a lack of data on cause of death (COD), which can limit decisions on population health and disease management.

BIG-bench Machine Learning Management

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