遇见数据集

Atomic force microscopy indentation data of zebrafish spinal cord sections

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The HDF5 file was created using the Python package nanite [1]. It contains 1132 raw atomic force microscopy (AFM) force-indentation curves of zebrafish spinal cord sections, the preprocessed curves, and the corresponding fits to the approach part. In addition, a manual rating was assigned to each force-indentation curve. The intended use of this dataset is the application of machine-learning approaches to quantify AFM data quality for biological tissues [2]. References: [1] https://nanite.readthedocs.io [2] https://dx.doi.org/10.1186/s12859-019-3010-3

该HDF5(Hierarchical Data Format 5)文件由Python包nanite[1]生成,包含1132条针对斑马鱼脊髓组织切片的原始原子力显微镜(Atomic Force Microscopy,AFM)力缩进曲线、经预处理后的曲线,以及对应趋近段的拟合结果。此外,每条力缩进曲线均被赋予人工评分。本数据集的预期用途为通过机器学习方法量化生物组织的AFM数据质量[2]。 参考文献: [1] https://nanite.readthedocs.io [2] https://dx.doi.org/10.1186/s12859-019-3010-3

创建时间:
2018-11-05
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