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Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders

Translational research of many disease areas requires a longitudinal understanding of disease development and progression across all biologically relevant scales. Several corresponding studies are now available. However, to compile a comprehensive picture of a specific disease, multiple studies need...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Sood, Meemansa, Sahay, Akrishta, Karki, Reagon, Emon, Mohammad Asif, Vrooman, Henri, Hofmann-Apitius, Martin, Fröhlich, Holger
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7335180/
https://ncbi.nlm.nih.gov/pubmed/32620927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-67398-4
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