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Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligence

Generalized anxiety disorder (GAD) and major depressive disorder (MDD) are highly prevalent and impairing problems, but frequently go undetected, leading to substantial treatment delays. Electronic health records (EHRs) collect a great deal of biometric markers and patient characteristics that could...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Nemesure, Matthew D., Heinz, Michael V., Huang, Raphael, Jacobson, Nicholas C.
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7820000/
https://ncbi.nlm.nih.gov/pubmed/33479383
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-81368-4
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