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Medical Data Science Leipzig

Projects published by members of the Medical Data Science Department at the Medical Informatics Center Leipzig

Medical Data Science Leipzig

Welcome to the GitHub profile of the Medical Data Science Department in Leipzig!

Overview of projects

Have look at the overview of our ongoing and finished projects.

Privacy-preserving Record Linkage (PPRL) with FABLE

RepositoryDescription
fable-clientHTTP-based client for interacting with the FABLE services for privacy-preserving record linkage with Bloom filters.
fable-pprl-serviceHTTP-based service for performing privacy-preserving record linkage with Bloom filters in the FABLE ecosystem.
fable-brokerHTTP-based service for handling match sessions and providing results to clients in a Bloom filter-based privacy-preserving record linkage context.
fable-coreFacilities required for performing privacy-preserving record linkage with Bloom filters in the FABLE ecosystem.
fable-modelData models utilized in the FABLE ecosystem's HTTP-based PPRL service.

Synthetic personal data

RepositoryDescription
geckoPython library for the generation and mutation of realistic personal identification data at scale.
gecko-examplesExample scripts for generating data with Gecko.
gecko-dataExample data sources as a starting point for working with Gecko.

Machine learning projects

RepositoryDescription
HeteroMRIA method for classification of heterogeneous brain magnetic resonance imaging (MRI) data.
FlexiMRIprepA MRI pipeline for preprocessing head MRI.

Repository templates

RepositoryDescription
python-templateTemplate repository for Python-based projects.

Popular repositories Loading

  1. gecko geckoPublic

    Python library for the generation and mutation of realistic personal identification data at scale

    Python 7 2

  2. gecko-examples gecko-examplesPublic

    Example scripts for generating data with Gecko

    Python 2

  3. gecko-data gecko-dataPublic

    Example data sources as a starting point for working with Gecko

    Jupyter Notebook 1

  4. pprl pprlPublic archive

    Collection of software packages for performing privacy-preserving record linkage based on Bloom filters

    Python 1

  5. FlexiMRIprep FlexiMRIprepPublic

    An MRI Pipeline for Preprocessing Head MRI

    Python

  6. HeteroMRI HeteroMRIPublic

    A method for classification of heterogeneous brain MRI data

    Python

Repositories

Showing 10 of 21 repositories

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