greenelab/deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

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This is a collaboratively written review paper, the "Deep Review," that focuses on how deep learning intersects with genomics and precision medicine. It takes contributions from researchers and scientists, integrates them, and produces a comprehensive, up-to-date review article available as an HTML manuscript or PDF. The primary users are researchers and academics in genomics, medicine, and deep learning who want to understand the current landscape of this interdisciplinary field or contribute to a living review.

1,272 stars. No commits in the last 6 months.

Use this if you are a researcher in genomics, precision medicine, or deep learning looking for a comprehensive, peer-reviewed overview of how these fields converge, or if you want to contribute your expertise to a collaborative scientific review.

Not ideal if you are looking for a simple tutorial on deep learning techniques, a codebase to run experiments, or a static, unchanging literature survey.

Genomics Precision Medicine Deep Learning Applications Scientific Review Bioinformatics
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Last pushed

Dec 25, 2022

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