Updated labels for open source embryo morphokinetic dataset.

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

Rights

CC BY-NC 4.0

Data and Resources

Additional Info

Field Value
Theme
Author Nicholas Knowlton (1208721), Hooman Misaghi (15947219), Lynsey Cree (1202481)
Maintainer
Source https://figshare.com/articles/dataset/Updated_labels_for_open_source_embryo_morphokinetic_dataset_/27610557
Source Created 2024-11-05T02:23:43Z
Source Modified 2024-11-05T02:23:43
Language English
Spatial
Source Identifier 10.17608/k6.auckland.27610557.v1
Dataset metadata created 5 November 2024, last updated 28 March 2025