MAC-ErrorReads: machine learning-assisted classifier for filtering erroneous NGS reads

MAC-ErrorReads: machine learning-assisted classifier for filtering erroneous NGS reads

Abstract Background The rapid advancement of next-generation sequencing (NGS) machines in terms of speed and affordability has led to the generation of a massive amount of biological data at the expense of data quality as errors become more prevalent. This introduces the need to utilize different ap...

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Bibliographic Details
Main Authors: Amira Sami, Sara El-Metwally, M. Z. Rashad
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Bioinformatics
Subjects:
Next-generation sequencing
Error filtration
Machine learning
Classification
Feature extraction
Online Access:https://doi.org/10.1186/s12859-024-05681-1

Internet

https://doi.org/10.1186/s12859-024-05681-1

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