Unit Medical Informatics, RISC Software GmbH

atsd

Austrian Highway Traffic Sign Data Set

braintumor-ddpm

Using learned visual representations from diffusion models for brain tumor segmentation.

burn-wounds

catabra

CaTabRa is a Python package for analyzing tabular data in a largely automated way. This includes generating descriptive statistics, creating out-of-distribution detectors, training prediction models for classification and regression tasks, and evaluating/explaining/applying these models on unseen data.

catabra-pandas

CaTabRa-pandas is a Python library with a couple of useful functions for efficiently working with pandas DataFrames.

cerebral-artery-annotation

cerebral-artery-annotation

cerebral-artery-segmentation

pinn-blood-flow

Blood Flow Modeling with Physics-Informed Neural Networks

slab-synthesis

code to synthesize and evaluate slab data from the Medical Segmentation Decathlon dataset

tms-coil-optimization

Multi-Task Deep Learning for Optimalizing Coil Placement in Transcranial Magnetic Stimulation

risc-mi/braintumor-ddpm

Using learned visual representations from diffusion models for brain tumor segmentation.

risc-mi/pinn-blood-flow

Blood Flow Modeling with Physics-Informed Neural Networks

risc-mi/catabra

CaTabRa is a Python package for analyzing tabular data in a largely automated way. This includes generating descriptive statistics, creating out-of-distribution detectors, training prediction models for classification and regression tasks, and evaluating/explaining/applying these models on unseen data.

risc-mi/cerebral-artery-segmentation

risc-mi/cerebral-artery-annotation

cerebral-artery-annotation

risc-mi/tms-coil-optimization

Multi-Task Deep Learning for Optimalizing Coil Placement in Transcranial Magnetic Stimulation

risc-mi/atsd

Austrian Highway Traffic Sign Data Set

risc-mi/burn-wounds

risc-mi/catabra-pandas

CaTabRa-pandas is a Python library with a couple of useful functions for efficiently working with pandas DataFrames.

risc-mi/dl-cv-workshop

Repository accompanying the workshop "Introduction to Deep Learning: Hands-on Workshop in Computer Vision"

risc-mi/slab-synthesis

code to synthesize and evaluate slab data from the Medical Segmentation Decathlon dataset