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ChromDL: A Next-Generation Regulatory DNA Classifier
MOTIVATION: Predicting the regulatory function of non-coding DNA using only the DNA sequence continues to be a major challenge in genomics. With the advent of improved optimization algorithms, faster GPU speeds, and more intricate machine learning libraries, hybrid convolutional and recurrent neural...
Autores principales: | Hill, Christopher, Hudaiberdiev, Sanjarbek, Ovcharenko, Ivan |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928050/ https://www.ncbi.nlm.nih.gov/pubmed/36789431 http://dx.doi.org/10.1101/2023.01.27.525971 |
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