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airplanecrashesvisualization

Data Visualization @ EPFL - Understanding why and how to present complex data interactively in an effective manner has become a crucial skill for any data scientist. In this course, you will learn how to design, judge, build and present your own interactive data visualizations.

applieddataanalysis

EPFL Course Ada

classificationdiagnostic

computemeanshapes

From a list of VTK 3D models, this program computes the average shape.

condylesclassification

Preliminary code used to develop the 3D Slicer extension (Shape Classification). Train a neural network with input data extracted with medical images from the maxilar region.

databaseinteractorextension

diagnosticindexextension

extensionsindex

Slicer extensions index

feta_challenge

Example docker containers for the FeTA Segmentation Challenge in MICCAI 2021

fetalcpseg

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

groups

groupsextension

meshlib

mialsuperresolutiontoolkit

The Medical Image Analysis Laboratory Super-Resolution ToolKit (MIALSRTK) consists of a set of C++ image processing tools necessary to perform motion-robust super-resolution fetal MRI reconstruction.

ml_project2

Machine Learning @ EPFL - Classifier to segment roads in satellite images

niftyseg

niseg

Standalone image segmentation package - will supersede nipy.algorithms.segmentation

projectgui

Small GUI using Qt4 to run the ITK Gaussian filter, in the Tutorials repository.

rigidalignment

shapevariationanalyzer

Shape modeling and classification, extract shape features

surfacefeaturesextractor

Specific features are computed at each point of the 3D Model.

surfremesh

tensorflow

Computation using data flow graphs for scalable machine learning

tissue_segmentation_comparison

topograd

Topological Priors for Image segmentation

tutorials

Example of a Gaussian filter