FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-025-02523-2
Abstract: In the development of science, accurate and reproducible documentation of the experimental process is crucial. Automatic recognition of the actions in experiments from videos would help experimenters by complementing the recording of experiments. Towards this… read more here.
Keywords: fine grained; biological experiments; hierarchical annotation; grained video ... See more keywords
uHAF: a unified hierarchical annotation framework for cell type standardization and harmonization
Sign Up to like & getrecommendations! Published in 2025 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaf149
Abstract: Abstract Summary In single-cell transcriptomics, inconsistent cell type annotations due to varied naming conventions and hierarchical granularity impede data integration, machine learning applications, and meaningful evaluations. To address this challenge, we developed the unified Hierarchical… read more here.
Keywords: annotation framework; cell; hierarchical annotation; unified hierarchical ... See more keywords