Lab

Van Valen Lab

Part of Caltech

A Caltech lab studying how cells and viruses encode information, building deep learning tools for microscopy and single-cell image analysis.

Website
2 models(2 Imaging, 1 Spatial omics)

Models (2)

DeepCell Types

Van Valen Lab

Released November 3, 2024

109

Cell phenotyping model for spatial proteomics using a language-informed vision transformer to classify cell types zero-shot across marker panels.

ImagingSpatial omics

CellSAM

Van Valen Lab

Released November 20, 2023

42208

Universal cell segmentation model adapting Meta's SAM to segment mammalian cells, yeast, and bacteria across imaging modalities without retraining.

Imaging