Resources for Publication: Simple controls exceed best deep learning algorithms and reveal foundation model effectiveness for predicting genetic perturbations

Resource(s) for the publication: "Simple controls exceed best deep learning predictions and reveal foundation model effectiveness for predicting genetic perturbations." gears_adamson_updated_metadata.h5ad is the corrected version of the GEARS Adamson dataset. Contact: [email protected]

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-09
DOI
https://doi.org/10.5281/zenodo.14337871
Primary Topic
Genetic Associations and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00
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article

Resources for Publication: Simple controls exceed best deep learning algorithms and reveal foundation model effectiveness for predicting genetic perturbations

Zenodo (CERN European Organization for Nuclear Research)
Genetic Associations and Epidemiology
article

Resources for Publication: Simple controls exceed best deep learning algorithms and reveal foundation model effectiveness for predicting genetic perturbations

article en

Abstract

Resource(s) for the publication: "Simple controls exceed best deep learning predictions and reveal foundation model effectiveness for predicting genetic perturbations." gears_adamson_updated_metadata.h5ad is the corrected version of the GEARS Adamson dataset. Contact: [email protected]

Zenodo (CERN European Organization for Nuclear Research)
Pfizer (United States) (US)
Openalex Percentile: Top 53%
Genetic Associations and Epidemiology
DOIOpen Access PDFOpenAlex
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Resources for Publication: Simple controls exceed best deep learning algorithms and reveal foundation model effectiveness for predicting genetic perturbations · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS