mic-dkfz Goto Github PK

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Name: MIC-DKFZ

Type: Organization

Bio: Division of Medical Image Computing, German Cancer Research Center (DKFZ)

Location: Heidelberg, Germany

Blog: https://www.dkfz.de/en/mic/

MIC-DKFZ's Projects

niicat

This is a tool to quickly preview nifti images on the terminal

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

nnunet

overthinkingsegmenter

particleseg3d

patchly

A grid sampler for larger-than-memory N-dimensional images

perovskite-xai

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

prounet

Prostate U-net

radtract

regrcnn

This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.

rttb

Swiss army knife for radiotherapy analysis

semantic_segmentation

tractseg

Automatic White Matter Bundle Segmentation

trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.