John Arevalo
MLxBio @ Broad Institute | Former ML Engineer AI Fund, Colombia 🇨🇴
- Reposted by John ArevaloCytoSummaryNet is a Deep Sets-based approach that uses self-supervised contrastive learning in a multiple-instance learning framework. Try it out! Paper: doi.org/10.1371/jour... Code: github.com/carpenter-si... With @johnarevalo.bsky.social @drannecarpenter.bsky.social Mehrtash Babadi 3/n
- Reposted by John ArevaloTaking pictures of cells with a microscope, then extracting thousands of features from them is uncannily effective for quantifying cell state, esp. for genes and chemicals (e.g., Cell Painting). But we often average the rich single-cell data to simplify analysis. Can we do better? #bioML 🧪 1/n
