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Active learning for biomedical citation screening
- https://www.semanticscholar.org/paper/Active-learning-for-biomedical-citation-screening-Wallace-Small/ff52c56a82a859f6749cb2b52dab9a6741abc8a5
- Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator effort. We describe a real-world, deployed application of AL to the problem of biomedical citation …
Active learning for biomedical citation …
- https://www.researchgate.net/publication/221654068_Active_learning_for_biomedical_citation_screening
- Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required …
Active learning for biomedical citation screening
- https://dl.acm.org/doi/10.1145/1835804.1835829
- Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator effort. We …
Active Learning for Biomedical Citation Screening
- https://www.merlot.org/merlot/viewMaterial.htm?id=968648
- Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator effort. We …
Active learning for biomedical citation screening
- https://www.deepdyve.com/lp/association-for-computing-machinery/active-learning-for-biomedical-citation-screening-6FH50ep2y2
- We propose a novel active learning strategy that exploits a priori domain knowledge provided by the expert (speci cally, labeled features) and extend this …
Active Learning for Biomedical Citation Screening
- https://www.researchgate.net/profile/Carla-Brodley/publication/221654068_Active_learning_for_biomedical_citation_screening/links/02e7e52125054dd798000000/Active-learning-for-biomedical-citation-screening.pdf
- Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train clas- si ers, thereby reducing annotator e ort.
Active learning for biomedical citation screening
- https://www.academia.edu/2886776/Active_learning_for_biomedical_citation_screening
- Citation screening is a time-consuming and critical step in systematic reviews. Typically, reviewers must evaluate thousands of citations to identify articles eligible for a given …
Active learning for biomedical citation screening
- https://www.academia.edu/en/2886776/Active_learning_for_biomedical_citation_screening
- Abstract Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator …
Active Learning Explained - ASReview
- https://asreview.nl/blog/active-learning-explained/
- Active learning for systematic reviewing is very effective for systematic reviewing and can save up to 95% of screening time[5-15]. Classical Pipeline In a …
Semi-automated screening of biomedical citations for …
- https://bmcbioinformatics.biomedcentral.com/articles/10.1186/1471-2105-11-55
- Screening of citations for systematic reviews is a tedious and time-consuming, yet critical, step. Failure to identify eligible research reports threatens the …
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