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English(EN) A curated multi-endpoint drug-protein bioactivity dataset with construct-aware protein targets

新发布的Curate-DTI数据集提供构建感知药物-蛋白质生物活性数据

一个名为Curate-DTI的新数据集已发布,专注于药物-蛋白质生物活性。该数据集的独特之处在于包含构建感知(construct-aware)的蛋白质靶点,解决了仅使用UniProt accession可能掩盖不同实验序列的局限性。Curate-DTI包含超过290万个测量值,支持分类和回归任务,并提供相关的代码和来源信息。 AI

影响 为药物发现和蛋白质相互作用研究中的AI模型训练和评估提供了更精确的数据集。

排序理由 该条目描述了在arXiv上发布的新数据集及相关处理代码,这是一种研究成果。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

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新发布的Curate-DTI数据集提供构建感知药物-蛋白质生物活性数据

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该条目描述了在arXiv上发布的新数据集及相关处理代码,这是一种研究成果。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Lina Abou-Abbas, Nour Mhanna, Hasan Bazzi, Sleiman El Hajj, Abdulkader Helwan, Rabah Omrani, Khadidja Henni ·

    一个精选的多端点药物-蛋白质生物活性数据集,包含具有构建感知能力的蛋白质靶点

    arXiv:2610.32490v1 Announce Type: new Abstract: Public drug-protein bioactivity resources commonly identify targets by UniProt accession, although one accession may represent distinct experimental sequences. We present Curate-DTI, a construct-aware dataset derived from the 1 July…