遇见数据集

ConvergeBio/virtual-cell-distil-bulk-example

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Hugging Face2026-05-07 更新2026-06-14 收录
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资源简介:

该数据集是一个最小样本数据集,用于验证数据格式和进行快速端到端检查,不适用于训练或评估。它来源于公共的脓毒症bulk RNA-seq研究(GSE185263),并预处理成模型输入格式作为最小工作示例。数据集包含训练集(88个样本,53个脓毒症/35个健康)和验证集(22个样本,13个脓毒症/9个健康),标签为:0=健康,1=脓毒症。数据模式包括bulk_expression(基因表达数据)、labels(类别索引)、disease_state(原始标签字符串)和sample_id(样本ID)。

This dataset is a minimal sample dataset used for verifying data formats and conducting rapid end-to-end checks, and it is not suitable for training or evaluation. It is derived from a public bulk RNA-seq study on sepsis (GSE185263), and preprocessed into the model input format as a minimal working example. The dataset includes a training set (88 samples, 53 sepsis cases / 35 healthy controls) and a validation set (22 samples, 13 sepsis cases / 9 healthy controls). The labels are defined as: 0 = healthy, 1 = sepsis. The data modalities include bulk_expression (gene expression data), labels (category indices), disease_state (raw label strings), and sample_id (sample ID).

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ConvergeBio
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