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@dalcalab

dalcalab

[in development]

Dalcalab Projects and Libraries

Research Projects

Sometimes these double as a general toolbox, like voxelmorph.

  • VoxelMorph
    Learning-based image alignment, including VoxelMorph, SynthMorph, AtlasMorph, HyperMorph, etc, and general utilities.
    Both pytorch and tensorflow, although most is in tensorflow.
    Related more experimental library: voxelmorph-sandbox
  • UniverSeg
    Universal Medical Image Segmentation
  • Hyperlight
    Hypernetworks in Pytorch made easy
  • Thunderpack
    Blazingly fast multi-modal data format
  • Topofit
    Learning-basedfitting of surfaces to cerebral cortex in brain MRI
  • ScribblePrompt
    Interactive medical image segmentation with bounding boxes, clicks and scribbles
  • MultiverSeg
    Scalable interactive segmentation of biomedical imaging datasets with in-context guidance

Useful libraries

Libraries with tools offering support to the sort of research we do

Pytorch

  • voxel
    torch-focused general purpose medical volume processing
  • neurite
    medical image analysis, mostly in tensorflow/keras for now.
    Related more experimental library: neurite-sandbox
  • voxynth
    Synthesizing voxel data, based on the generative modeling in SynthSeg, SynthMorph, SynthStrip, etc

Data

  • teramedical
    large-scale medical data processing library, with dataset-specific processing [in conjunction with Sabuncu Lab at Cornell]
  • daldata internal library for quickly loading/handling data for torch-based ML projects

Other public

  • surfa
    General purpose medical image handling and volume processing (general/non-DL)

Non-Python libraries

  • matlib
    extensive matlab general purpose libraries

Internal resources

  • resources lab resources (internal datasets, etc)
  • idealab light jupyters on ideas and tutorials
  • dalcalab_resources
    [name TBD?] internal easy-access resources, including data and model supporting utilities, for the dalcalab

Popular repositories Loading

  1. voxel voxel Public

    Torch utilities for 3D medical imaging

    Python 31 1

  2. voxynth voxynth Public

    Image synthesis and augmentation

    Python 8 5

  3. .github .github Public

    2

  4. dalcalab.github.io dalcalab.github.io Public

Repositories

Showing 4 of 4 repositories
  • voxel Public

    Torch utilities for 3D medical imaging

    dalcalab/voxel’s past year of commit activity
    Python 31 1 0 0 Updated Apr 2, 2025
  • .github Public
    dalcalab/.github’s past year of commit activity
    0 2 0 0 Updated Mar 11, 2025
  • voxynth Public

    Image synthesis and augmentation

    dalcalab/voxynth’s past year of commit activity
    Python 8 5 0 0 Updated Feb 7, 2025
  • dalcalab/dalcalab.github.io’s past year of commit activity
    0 0 0 0 Updated Jan 18, 2024

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