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A set of PubMed Case Series articles to serve as a training corpus for automated machine learning indexing methods

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DataCite Commons2025-03-19 更新2025-04-17 收录
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https://indigo.uic.edu/articles/dataset/A_set_of_PubMed_Case_Series_articles_to_serve_as_a_training_corpus_for_automated_machine_learning_indexing_methods/28593611/2
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资源简介:
We characterized the PubMed articles that mention “case series” in the title or abstract (published 01/01/1987 - 12/31/2023, written in English). We removed articles which discuss (rather than report the results of) case series studies, as well as those better indexed as other standard publication types. A random sample of these articles was evaluated by two annotators who confirmed that the great majority satisfy a formal definition of “case series”. The endpoint is a corpus of case series studies, listed by their PMIDs, that is suitable to use as a training set for automated machine learning indexing methods.A manuscript describing the corpus in detail is forthcoming soon.
提供机构:
University of Illinois Chicago
创建时间:
2025-03-19
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