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Fraunhofer SCAI Bioinformatics Department's Projects

causal-npi-effects icon causal-npi-effects

A causal machine learning framework to assess effects of non-pharmaceutical interventions on pandemic disease spread.

dynamic_ensemble icon dynamic_ensemble

A Dynamic Ensemble Model for short-term Forecasting in Pandemic Situations

helm-upgrade-actions icon helm-upgrade-actions

Template to automatically build & deploy services to Kubernetes (k8s) using helm and github actions

index icon index

Intelligent data steward toolbox using Large Language Model embeddings for automated Data-Harmonization

mmpk-sciml icon mmpk-sciml

Official implementation of the paper Scientific Machine learning for predicting plasma concentrations in anti-cancer therapy

owl-tooling icon owl-tooling

Helpers for importing OWL files, reasoning over OWL files, etc.

sam icon sam

Terminology management service

step icon step

Data and code for STEP (Siamese Twin deep sequence Embedding of Proteins) approach.

syndat icon syndat

Synthetic data quality evaluation & visualization

tau-kg-benchmarking-gpt icon tau-kg-benchmarking-gpt

Benchmarking the performance of GPT-based LLMs against human curated Tau KG from Human Brain Pharmacome (HBP)

tsnepad icon tsnepad

AD & PD cohort variable distributions

zetomap icon zetomap

An AOP network visualizer and prediction tool for the ZET-O-MAP project.

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