A call for public archives for biological image data
Sign Up to like & getrecommendations! Published in 2018 at "Nature Methods"
DOI: 10.1038/s41592-018-0195-8
Abstract: Public data archives are the backbone of modern biological research. Biomolecular archives are well established, but bioimaging resources lag behind them. The technology required for imaging archives is now available, thus enabling the creation of… read more here.
Keywords: image data; archives biological; call public; public archives ... See more keywords
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3106831
Abstract: Predictive modeling is useful but very challenging in biological image analysis due to the high cost of obtaining and labeling training data. For example, in the study of gene interaction and regulation in Drosophila embryogenesis,… read more here.
Keywords: biological image; training; low shot; limited training ... See more keywords