benchmarking cell segmentation in spatial transcriptomics is so dogshit. we’re still relying on pixel-level accuracy metrics like IoU and NOT shifting the evaluation framework towards biological meaningfulness. for starters why don’t we use silhouette scores on UMAPs?

Thrilled to announce a strategic alliance between CorpusAnalytiX and Ariana Pharma to harness the power of #AI and #realworld healthcare data to accelerate drug development. https://t.co/ql0v5vQDNT

super impactful slide from my penn cs healthcare-focused class today. we can only tap into ml applications if we first focus on addressing data limitations. i’m trying to dumb the acquisition down with https://t.co/yCnyYj3hJz

imagine if we could optimise blood glucose patches to have feedback loops so that dose delivery could be adjusted in real time based on activity intensity. connect to whoop perhaps? super useful for athletes

i believe we'll soon be able to upload consciousness into digital avatars, effectively gaining e-immortality. humans will live in virtual environments, preserving their thoughts, memories, and personalities beyond their biological lifespan. a natural progression from agents no?