CHIEF: A Foundation Model for Cancer Diagnosis and Prognosis
| Type | research |
|---|---|
| Area | AIMedical |
| Published(YearMonth) | 2409 |
| Source | https://www.nature.com/articles/s41586-024-07894-z |
| Tag | newsletter |
| Checkbox | |
| Date(of entry) |
The Clinical Histopathology Imaging Evaluation Foundation (CHIEF) model is a novel AI framework designed to analyze pathology images for cancer diagnosis and prognosis prediction. Trained on over 60,000 whole-slide images from diverse cancer types, CHIEF excels in detecting cancer cells, identifying tumor origins, and predicting patient outcomes across various populations and image protocols. It outperforms existing deep learning models, offering a highly generalizable tool for digital pathology.