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Sebastian Rassmann's Projects

area-selector-ciliaq icon area-selector-ciliaq

Plugin allowing for manual definition of Areas of Interest in a Stack in order pre-process images for CiliaQ

bone-age icon bone-age

Bone age assessment using end-to-end Deep Learning

canny3d-thresholder icon canny3d-thresholder

ImageJ plugin to preform image binarization based on a canny edge detection in 3 dimensions

ciliaq icon ciliaq

An ImageJ plugin to quantify ciliary shape, length, and fluorescence.

copy-and-paste-augmentation icon copy-and-paste-augmentation

Case study for applying a Copy-and-Paste Augmentation for object detection and instance segmentation in zoologic collection boxes

head-motion-from-mri icon head-motion-from-mri

Code for the paper "Estimating Head Motion from MRI", which predicts motion scores directly from MRI images.

imagej-plugin-template icon imagej-plugin-template

A simple template for an ImageJ Plugin featuring a framework for multi-file selection and processing

resvit icon resvit

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

shiva_pvs icon shiva_pvs

Perivascular (PVS) or Virchow–Robin Spaces (VRS) segmentation with a 3D Unet

shiva_wmh icon shiva_wmh

# White Matter Hyperintensities (WMH) segmentation with a 3D Unet

syndiff icon syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

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