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Open AccessResolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition
Super-resolution fluorescence microscopy methods enable the characterization of nanostructures in living and fixed biological tissues. However, they require the adjustment of multiple imaging parameters while ...
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Article
Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations
The development of deep learning approaches to detect, segment or classify structures of interest has transformed the field of quantitative microscopy. High-throughput quantitative image analysis presents a ch...