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8dc00-mia

TU/e 8DC00 Medical Image Analysis course materials.

8dm20

8dm20-deeplearning

Deep learning exercises for the course Capita Selecta in Medical Image Analysis

8dm20-deeplearning-keras

Exercises on deep learning for course 8DM20

8dm50-machine-learning

TU/e 8DM50 Machine Learning in Medical Imaging and Biology course materials.

8p361-project-imaging

TU/e 8P361 Project Imaging course materials.

8qa01

corneal_pachymetry

crowd-airway-bsc-2018

crowd-multitask

crowdskin-bsc-2019

crowdskin-bsc-2020

cytovae

Extended Variational Auto-Encoder for Single-Cell Representation

dcis-grading

deepbundle

dl-course-for-industry

Two day introductory deep learning course for industry.

elastix-py

A Python wrapper for the Elastix image registration software package.

essential-skills

Educational module 'Essential Skills for Machine Learning'

evaluation_mil

geojson_to_coco

gists

All the nice handy scripts that are too small be project.

git_at_lecture

gryds

A Python package for geometric transformations of images for data augmentation in deep learning

hessian-regularization

lung-nodule-msc-2018

mad-mil

Multi-head Attention-based Deep Multiple Instance Learning

melanoma-dataset-hovernet

HoverNet inference code and weights for melanoma dataset. Code for metrics calculation.

melanoma-dataset-mask-r-cnn

Mask R-CNN inference code and weights for melanoma dataset. Code for metrics calculation.

meta-segmentation-msc-2018

se2cnn