PSSR2: a user-friendly Python package for democratizing deep learning-based point-scanning super-resolution microscopy.
Hayden StitesUri ManorPublished in: bioRxiv : the preprint server for biology (2024)
PSSR2 improves and expands on the previously established PSSR (Point-Scanning Super-Resolution) workflow for simultaneous super-resolution and denoising of undersampled microscopy data. PSSR2 is designed to put state-of-the-art technology into the hands of the general microscopy and biology research community, enabling user-friendly implementation of PSSR workflows with little to no programming experience required, especially through its integrated CLI and Napari plugin.
Keyphrases
- high resolution
- single molecule
- high speed
- deep learning
- high throughput
- optical coherence tomography
- healthcare
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- electronic health record
- electron microscopy
- convolutional neural network
- primary care
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- mass spectrometry
- machine learning
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- big data
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- single cell