Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study 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 patient data from clinical studies across institutions. While federated machine learning now all...

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Vydáno v:Front Big Data
Hlavní autoři: Gootjes-Dreesbach, Luise, Sood, Meemansa, Sahay, Akrishta, Hofmann-Apitius, Martin, Fröhlich, Holger
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020
Témata:
Big Data
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7931863/
https://ncbi.nlm.nih.gov/pubmed/33693390
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fdata.2020.00016
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