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Andrews, 2024 - Google Patents

Deep learning as a tool to better understand transcription factor binding across cell types and species

Andrews, 2024

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Document ID
667150583837833684
Author
Andrews G
Publication year

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Snippet

Deep learning has transformed our everyday lives. Facebook facial recognition, Netflix personalized recommendations and ChatGPT are all powered by deep learning. Neural networks, inspired by human intelligence, are the workhorse of deep learning, and are …
Continue reading at repository.escholarship.umassmed.edu (PDF) (other versions)

Classifications

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    • G06F19/22Bioinformatics, i.e. methods or systems for genetic or protein-related data processing in computational molecular biology for sequence comparison involving nucleotides or amino acids, e.g. homology search, motif or SNP [Single-Nucleotide Polymorphism] discovery or sequence alignment
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    • G06F19/18Bioinformatics, i.e. methods or systems for genetic or protein-related data processing in computational molecular biology for functional genomics or proteomics, e.g. genotype-phenotype associations, linkage disequilibrium, population genetics, binding site identification, mutagenesis, genotyping or genome annotation, protein-protein interactions or protein-nucleic acid interactions
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    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or micro-organisms; Compositions therefor; Processes of preparing such compositions
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    • G06N3/126Genetic algorithms, i.e. information processing using digital simulations of the genetic system

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