CoVEffect: interactive system for mining the effects of SARS-CoV-2 mutations and variants based on deep learning.

Giuseppe Serna García,Ruba Al Khalaf,Francesco Invernici,Stefano Ceri,Anna Bernasconi

GigaScience（2022）

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摘要

The CoVEffect interface serves for the assisted annotation of abstracts, allowing the download of curated datasets for further use in data integration or analysis pipelines. The overall framework can be adapted to resolve similar unstructured-to-structured text translation tasks, which are typical of biomedical domains.

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关键词

deep learning, language models, machine learning interpretability, CORD-19 dataset, SARS-CoV-2, viral variants, viral mutations, web interface

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