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Genomics-FM: Universal Foundation Model for Versatile and Data-Efficient Functional Genomic Analysis

2024-07-19

Abstract excerpt

Artificial intelligence (AI) plays a crucial role in genomic analysis, offering great potential for comprehending biological phenomena such as heredity, development, diseases, and evolution. However, the development of AI models needs substantial labeled data, and these models are typically task-specific with limited generalizability to various applications. Here, we develop Genomics-FM, a genomic vocabulary drive...

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Literature Corpus work
f890f308-309d-5778-ac62-fbb7cd77c1c0
DOI
10.1101/2024.07.16.603653
Open publication

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Genomics-FM: Universal Foundation Model for Versatile and Data-Efficient Functional Genomic AnalysisDOI 10.1101/2024.07.16.603653
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