Google DeepMind releases next-generation genome AI model AlphaGenome 2: from tissue prediction to single-cell analysis, identifying gene expression variation capabilities nearly double
Google DeepMind has launched the AlphaGenome 2 model, which can predict the effects of DNA variations on specific cell types, nearly doubling its ability to identify gene expression variations to 30% (from 16%), and accurately predicting the direction of gene expression changes to 43% (from 23%). It supports cross-modal data inference and has opened API access to non-commercial research.
Same story4 other outlets also reported this
- The Verge · AI··First
Google DeepMind has released the AlphaGenome 2 model, analyzing how DNA affects different cells.
- Google DeepMind··+0 min
DeepMind releases AlphaGenome 2, predicting DNA variation impacts by cell type
- MarkTechPost··+5 h 52 min
Google DeepMind releases AlphaGenome 2 for cell-type specific variant effect prediction
Adds:MarkTechPost mentions a recall rate increase from 23% to 43% on the TenK10K benchmark.
- ITHome · AI··+8 h 28 min·Reading now
Google DeepMind releases next-generation genome AI model AlphaGenome 2: from tissue prediction to single-cell analysis, identifying gene expression variation capabilities nearly double
- The Decoder··+21 h 10 min
Google Deepmind released AlphaGenome 2, advancing genomic AI from organizational-level prediction to single-cell type resolution.
Adds:The Decoder mentions the model is trained on data covering 68 types of tissues.
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Source: ITHome · AI · ithome.com