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Researcher profile

Martin Hofmann‐Apitius

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study Data

    2020 · Frontiers in Big Data

    In the area of Big Data, one of the major obstacles for the progress of biomedical research is the existence of data "silos" because legal and ethical constraints often do not allow for sharing sensitive …

  2. CLEP: A Hybrid Data- and Knowledge-Driven Framework for Generating Patient Representations

    2020 · bioRxiv (Cold Spring Harbor Laboratory)

    Abstract As machine learning and artificial intelligence become more useful in the interpretation of biomedical data, their utility depends on the data used to train them. Due to the complexity and high dimensionality of biomedical …