AIMC Topic: Quasispecies
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Analysis of heterogeneous genomic samples using image normalization and machine learning.
BMC genomics
Dec 21, 2020
BACKGROUND: Analysis of heterogeneous populations such as viral quasispecies is one of the most challenging bioinformatics problems. Although machine learning models are becoming to be widely employed for analysis of sequence data from such populatio...
Machine-learning based patient classification using Hepatitis B virus full-length genome quasispecies from Asian and European cohorts.
Scientific reports
Dec 11, 2019
Chronic infection with Hepatitis B virus (HBV) is a major risk factor for the development of advanced liver disease including fibrosis, cirrhosis, and hepatocellular carcinoma (HCC). The relative contribution of virological factors to disease progres...
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