Genomic benchmarks: a collection of datasets for genomic sequence classification

Genomic benchmarks: a collection of datasets for genomic sequence classification

Abstract Background Recently, deep neural networks have been successfully applied in many biological fields. In 2020, a deep learning model AlphaFold won the protein folding competition with predicted structures within the error tolerance of experimental methods. However, this solution to the most p...

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Bibliographic Details
Main Authors: Katarína Grešová, Vlastimil Martinek, David Čechák, Petr Šimeček, Panagiotis Alexiou
Format: Article
Language:English
Published: BMC 2023-05-01
Series:BMC Genomic Data
Subjects:
Genomics
Dataset
Benchmark
Deep learning
Convolutional neural network
Online Access:https://doi.org/10.1186/s12863-023-01123-8

Internet

https://doi.org/10.1186/s12863-023-01123-8

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