update lists
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@@ -100,6 +100,9 @@ PyTorch-based package for deep/machine learning analysis of microscopy
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data.</li>
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<li><a href="https://github.com/MouseLand/cellpose">Cellpose</a> - A
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generalist algorithm for cell and nucleus segmentation.</li>
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<li><a href="https://github.com/vanvalenlab/cellSAM">CellSAM</a> - A
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foundation model for cell segmentation trained on a diverse range of
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cells and data types.</li>
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<li><a href="https://github.com/Sentinal4D/cellshape">Cellshape</a> - 3D
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single-cell shape analysis of cancer cells using geometric deep
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learning.</li>
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@@ -128,11 +131,18 @@ interactively.</li>
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<li><a href="https://github.com/ijpb/MorphoLibJ">MorpholibJ</a> -
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Collection of mathematical morphology methods and plugins for
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ImageJ.</li>
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<li><a href="https://github.com/aelefebv/nellie">Nellie</a> - Automated
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organelle segmentation, tracking, and hierarchical feature extraction in
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2D/3D live-cell microscopy.</li>
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<li><a href="https://github.com/4DNucleome/PartSeg">PartSeg</a> - A GUI
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and a library for segmentation algorithms.</li>
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<li><a href="https://github.com/dcjones/proseg">Proseg</a> : A cell
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segmentation method for in situ spatial transcriptomics.</li>
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<li><a href="https://github.com/Borda/pyImSegm">PyImSegm</a> - Image
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segmentation - general superpixel segmentation and center detection and
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region growing.</li>
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<li><a href="https://github.com/JackieZhai/SALEM2">Salem²</a> - Segment
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Anything in Light and Electron Microscopy via Membrane Guidance.</li>
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<li><a href="https://github.com/scverse/squidpy">Squidpy</a> - Python
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framework that brings together tools from omics and image analysis to
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enable scalable description of spatial molecular data, such as
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@@ -322,6 +332,8 @@ way.</li>
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<li><a href="https://github.com/quantixed/TrackMateR">TrackMateR</a> - R
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package to analyze cell migration and particle tracking experiments
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using outputs from TrackMate.</li>
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<li><a href="https://soft-matter.github.io/trackpy">Trackpy</a> - Fast
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and Flexible Particle-Tracking Toolkit.</li>
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<li><a href="https://gitlab.com/csb.ethz/tracx">TracX</a> - MATLAB
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generic toolbox for cell tracking from various microscopy image
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modalities such as Bright-field (BF), phase contrast (PhC) or
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@@ -336,6 +348,9 @@ approach (through Renjin).</li>
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<li><a href="https://github.com/CellDynamics/QuimP">QuimP</a> - Software
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for tracking cellular shape changes and dynamic distributions of
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fluorescent reporters at the cell membrane.</li>
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<li><a href="https://github.com/royerlab/ultrack">Ultrack</a> -
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Versatile cell tracking method for 2D, 3D, and multichannel timelapses,
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overcoming segmentation challenges in complex tissues.</li>
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<li><a href="https://github.com/oist/usiigaci">Usiigaci</a> - Stain-free
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cell tracking in phase contrast microscopy enabled by supervised machine
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learning.</li>
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@@ -390,6 +405,8 @@ inside large 3-dimensional biofilm communities in space and time.</li>
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<li><a href="https://git.ecdf.ed.ac.uk/swain-lab/baby/">BABY</a> - An
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image processing pipeline for accurate single-cell growth estimation of
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budding cells from bright-field stacks.</li>
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<li><a href="https://github.com/rraadd88/htsimaging">htsimaging</a> -
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Python package for high-throughput single-cell imaging analysis.</li>
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<li><a href="https://yeastmate.readthedocs.io/en/latest/">YeastMate</a>
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- Neural network-assisted segmentation of mating and budding events in
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S. cerevisiae.</li>
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@@ -527,3 +544,6 @@ href="https://github.com/HohlbeinLab/OpenMicroscopy">OpenMicroscopy</a>
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- Non-comprehensive list of projects and resources related to open
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microscopy.</li>
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</ul>
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<p><a
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href="https://github.com/hallvaaw/awesome-biological-image-analysis">biologicalimageanalysis.md
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Github</a></p>
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