Publications by authors named "Caterina Fuster-Barcelo"
This manuscript showcases the latest advancements in deepImageJ, a pivotal Fiji/ImageJ plugin for bioimage analysis in life sciences. The plugin, known for its user-friendly interface, facilitates the application of diverse pre-trained convolutional neural networks to custom data. The manuscript demonstrates several deepImageJ capabilities, particularly in deploying complex pipelines, three-dimensional (3D) image analysis, and processing large images.
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- Bioimage analysis (BIA) enhances biological research by providing objective, quantitative methods for microscopy, overcoming biases linked to subjective analysis.
- Establishing dedicated BIA support in academic institutions is essential for improving research quality and facilitating scientific advancements.
- The document outlines challenges facing BIA, such as lack of training and recognition, and proposes strategies for improvement, including better training resources, standardization of tools, and increased collaboration and funding.