Machine Learning Detects Anti-DENV Signatures in Antibody Repertoire Sequences

Machine Learning Detects Anti-DENV Signatures in Antibody Repertoire Sequences

Dengue infection is a global threat. As of today, there is no universal dengue fever treatment or vaccines unreservedly recommended by the World Health Organization. The investigation of the specific immune response to dengue virus would support antibody discovery as therapeutics for passive immuniz...

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Bibliographic Details
Main Authors: Alexander Horst, Erand Smakaj, Eriberto Noel Natali, Deniz Tosoni, Lmar Marie Babrak, Patrick Meier, Enkelejda Miho
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Artificial Intelligence
Subjects:
dengue
antibody repertoire analysis
machine learning
neural networks
long short-term memory networks
encoding
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.715462/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2021.715462/full

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