Lab

Mahmood Lab

Part of Harvard Medical School

Faisal Mahmood's lab for computational pathology and medical AI

3 models(2 Pathology, 1 Language model, 1 Imaging)

Models (3)

PathChat

Mahmood Lab / Brigham and Women's Hospital / Harvard Medical School / Massachusetts General Hospital / The Ohio State University

Released July 10, 2024

420

A multimodal vision-language copilot for human pathology that analyzes histology images and answers diverse pathology queries in natural language.

PathologyLanguage model

UNI

Mahmood Lab

Released March 22, 2024

1.4K96.1K741

Self-supervised pathology foundation model (ViT-L/16, DINOv2) pretrained on 100M+ H&E tiles from 100,000+ whole-slide images. State-of-the-art on 34 pathology tasks.

Pathology

CONCH

Mahmood Lab / Brigham and Women's Hospital

Released March 19, 2024

93040.2K504

Vision-language foundation model for computational pathology, pretrained on 1.17M histopathology image-caption pairs with contrastive and captioning objectives.

Imaging