Model
DeepSEA
A deep learning model designed to predict the regulatory functions of noncoding DNA sequences. It infers chromatin features and transcription factor binding directly from DNA sequence and is widely used in research on the functional prediction of noncoding genetic variants.
Timeline (last 90 days)
Sep 30
Similar models such as DeepSEA, Enformer, and Sei perform well on known variants, but their generalizability to novel variants outside the training distribution or to extremely rare ethnic groups is questioned.
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