4 citations · 10 across the 6 of their papers we have counts for
6 papers
NFDI4Health workflow and service for synthetic data generation, assessment and risk management
Sobhan Moazemi, Tim Adams, Hwei Geok NG +5
Individual health data is crucial for scientific advancements, particularly in developing Artificial Intelligence (AI); however, sharing real patient information is often restricte…
Towards early diagnosis of Alzheimer's disease: Advances in immune-related blood biomarkers and computational modeling approaches
Sophia Krix, Ella Wilczynski, Neus Falgàs +5
Alzheimer's disease has an increasing prevalence in the population world-wide, yet current diagnostic methods based on recommended biomarkers are only available in specialized clin…
Synthetic data generation for a longitudinal cohort study -- Evaluation, method extension and reproduction of published data analysis results
Lisa Kühnel, Julian Schneider, Ines Perrar +5
Access to individual-level health data is essential for gaining new insights and advancing science. In particular, modern methods based on artificial intelligence rely on the avail…
A geometric method for model reduction of biochemical networks with polynomial rate functions
Satya Swarup Samal, Dima Grigoriev, Holger Fröhlich +2
Model reduction of biochemical networks relies on the knowledge of slow and fast variables. We provide a geometric method, based on the Newton polytope, to identify slow variables…
Analysis of Reaction Network Systems Using Tropical Geometry
Satya Swarup Samal, Dima Grigoriev, Holger Fröhlich +1
We discuss a novel analysis method for reaction network systems with polynomial or rational rate functions. This method is based on computing tropical equilibrations defined by the…
Integrating Prior Knowledge Into Prognostic Biomarker Discovery based on Network Structure
Yupeng Cun, Holger Fröhlich
Background: Predictive, stable and interpretable gene signatures are generally seen as an important step towards a better personalized medicine. During the last decade various meth…