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InteractiveVis

The InteractiveVis software framework provides a blueprint for evaluating 3D datasets with convolutional neural networks (CNNs), and for deriving and visualizing CNN relevance maps. This tool was developed and tested for disease detection in MRI scans. We plan to extend it to other domains.

Data Visualization
MRI
open source
+ 1

Jupyter Notebook
HTML
MATLAB
+ 5

novoSpaRc

novoSpaRc predicts locations of single cells in space by solely using single-cell RNA sequencing data. An existing reference database of marker genes is not required, but significantly enhances performance if available.

Data analysis
open source
single-cell RNA-seq

Jupyter Notebook
HTML
Python

RAYX

Optical Simulation Software for Synchrotron Radiation

C++
open source
python
+ 2

C++
Python
CSS
+ 7

stmlab

Simplify complex composite calculations. Launch and runtime environment for software projects developed by the Department of Structural Mechanics at the Institute of Lightweight Structures (DLR).

data managment
Jupyter
python
+ 1

Dockerfile
Python
Jupyter Notebook

UTILE-Oxy

Automated workflow using deep learning for the analysis of videos containing oxygen bubbles in PEM electrolyzers: 1. preparing annotated dataset and training models to conduct semantic seg- mentation of bubbles and 2. automating the extraction of bubble properties for further distribution analysis.

bubbles
Data analysis
Data Visualization
+ 7

Python
Jupyter Notebook