Papers by Dickson Owuor
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification (2022.lrec-1)
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| Challenge: | Existing disease surveillance systems use indicators to monitor official sources and unofficial sources. |
| Approach: | They propose a way to perform epidemiological document classification by enriching thematic features . they use a pre-trained biomedical language model with a novel approach . |
| Outcome: | The proposed method improves the classifier's ability to avoid false positive alerts on disease surveillance systems. |