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UK Biobank Data on Major Diseases

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arXiv2025-09-30 收录
下载链接:
https://github.com/LinialLab/InterFeat
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资源简介:
该数据集包含了来自英国生物银行(UK Biobank)的8种主要疾病的特征数据,旨在评估InterFeat管道在识别有趣假设方面的有效性。此外,109个特征由医学专家根据其新颖性、可行性、实用性和整体兴趣度进行了注释。为了评估目的,数据集还包含了干扰特征。规模上,该数据集涵盖了8种主要疾病的特征,并附有医学专家的注释。任务是通过专家注释评估与疾病相关的特征的兴趣度。

This dataset comprises feature data for 8 major diseases obtained from the UK Biobank, with the aim of assessing the efficacy of the InterFeat pipeline in identifying compelling hypotheses. Furthermore, 109 features were annotated by medical experts according to their novelty, feasibility, practicality, and overall degree of interest. For the purpose of evaluation, the dataset also incorporates confounding features. In terms of scale, the dataset covers features of 8 major diseases, alongside annotations from medical experts. The task is to evaluate the interest level of disease-associated features via the expert annotations.
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UK Biobank
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