tuōmo
@7uomoki • 2,962 subscribers
tuomo kiiskinen • md-phd • building ai-powered next gen health @Stanford • quant genomics x data sci x comp biomedicine
Videos
Genome analysis with AI is cool i guess - but a simple CLI wasn't enough for me. Introducing HGI (Human Genome Interface): HGI connects agents to highly optimized bioinformatics tools, performing a full genome analysis in ~1 minute (!) on a MacBook Pro. It identifies both known and novel high-risk variants, all analyzed by LLMs. Compressing the pipeline from the original >60 minutes down to this timeframe was an exciting computer science and bioinformatics challenge. Thrilled with the results, as the current framework enables a genuine "talk to your genome" experience. HGI significantly boosts AI capabilities, as LLMs typically struggle with standard genetics and bioinformatics tools and tasks. Currently for research purposes only, but open for inquiries.
tuōmo13,506 次观看 • 3 个月前
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