This Project Grant award from the National Cancer Institute (CFDA 93.393 - Cancer Cause and Prevention Research) to Emory University for $140,511 supports the development of a computational framework that leverages AI visual explanation to guide AI-based abdominal cancer diagnostic imaging. The key objectives are to: 1) Improve AI sample efficiency through visual explanation supervision of cancer imaging annotations, 2) Consolidate AI's knowledge across multi-institutional data while preserving privacy, and 3) Prompt AI prediction with human explanation and accelerate AI training using AI-guided explanation annotation. This project aims to reduce overdiagnosis and unnecessary monitoring, especially in high-risk groups, while providing open-source tools and datasets to enhance AI explainability, applicability, and human-AI collaboration in abdominal cancer diagnostics. The award period runs from September 15, 2024 to August 31, 2028.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $140.5k | 8/19/24 |