Visualizing and Comparing Machine Learning Predictions to Improve Human-AI Teaming on the Example of Cell Lineage

We visualize the predictions of multiple machine learning models to help biologists as they interactively make decisions about cell lineage-the development of a (plant) embryo from a single ovum cell. Based on a confocal microscopy dataset, traditionally biologists manually constructed the cell line...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 4 vom: 26. Apr., Seite 1956-1969
Auteur principal: Hong, Jiayi (Auteur)
Autres auteurs: Maciejewski, Ross, Trubuil, Alain, Isenberg, Tobias
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Observational Study Journal Article