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Screening PubMed abstracts: is class imbalance always a challenge to machine learning?
BACKGROUND: The growing number of medical literature and textual data in online repositories led to an exponential increase in the workload of researchers involved in citation screening for systematic reviews. This work aims to combine machine learning techniques and data preprocessing for class imb...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896747/ https://www.ncbi.nlm.nih.gov/pubmed/31810495 http://dx.doi.org/10.1186/s13643-019-1245-8 |