Updated labels for open source embryo morphokinetic dataset.
收藏auckland.figshare.com2024-11-05 更新2025-03-22 收录
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资源简介：
CSV file contains a new label (empty) for an open source embryo morphokinetic dataset[1]. Updating these labels was done with a EfficientNetV2 Large built upon a proprietary dataset. Relabeling these images had an outsized effect on model performance in our work[2].[1] Gomez T, Feyeux M, Boulant J, Normand N, David L, Paul-Gilloteaux P, Fréour T, Mouchère H. A time-lapse embryo dataset for morphokinetic parameter prediction. Data Brief. 2022 May 11;42:108258. doi: 10.1016/j.dib.2022.108258. PMID: 35599827; PMCID: PMC9120221.[2] Misaghi et. al. Accurate Machine Learning Model for Human Embryo Morphokinetic Stage Detection
CSV文件包含了一个开源胚胎形态动力学数据集（[1]）的新标签（空）。这些标签的更新是通过在专有数据集上构建的EfficientNetV2 Large模型进行的。对这些图像的重新标记对我们工作中的模型性能产生了显著影响[2]。[1] Gomez T, Feyeux M, Boulant J, Normand N, David L, Paul-Gilloteaux P, Fréour T, Mouchère H. A time-lapse embryo dataset for morphokinetic parameter prediction. Data Brief. 2022 May 11;42:108258. doi: 10.1016/j.dib.2022.108258. PMID: 35599827; PMCID: PMC9120221.[2] Misaghi et. al. Accurate Machine Learning Model for Human Embryo Morphokinetic Stage Detection
提供机构：
The University of Auckland
