Max Lu

With 350K+ downloads of UNI (nature.com/articles/s4159…) and CONCH (nature.com/articles/s4159…), it has been really amazing to see how quickly these models are being adopted into CPath research.

Sign up to access models: huggingface.co/MahmoodLab/UNI and huggingface.co/MahmoodLab/CON….

With @richardjchen, here are some key examples for how our models are being used by the community:

Excited to join @modella_ai as the founding CSO this summer to work on the translation of cutting edge biomedical research to impactful real-world products that can enhance real-world research and clinical workflows.

I have had the wonderful opportunity to co-lead the development of multiple foundation models for Pathology as part of my PhD journey so far, including UNI/CONCH and most recently PathChat. I am thrilled to continue this journey with @richardjchen and other talented scientists and engineers at Modella AI and transform Pathology with PathChat 2 and beyond.

Huge thanks to the entire team @jstefanelli, @AI4Pathology, Long Phi Le, @kuanchen22, @chenbowen118, Zahra Noor, Farhan Mahmood and @theMingYang for making it happen!

Excited to announce CONCH, a new visual language foundation model for #pathology, trained with 1.17 Million pathology image / caption pairs and achieves SOTA performance on zero-shot classification, text-to-img retrieval, segmentation and more!
Pre-print: arxiv.org/abs/2307.12914