This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) provides $195,000 to the University of Tennessee at Chattanooga (UTC) to develop advanced breast cancer detection capabilities using deep learning techniques applied to ultrasound imaging. The project aims to create weakly-supervised object detection and active learning approaches to enable effective breast cancer identification from ultrasound data, even with limited manual annotations. This effort seeks to enhance early breast cancer diagnosis, particularly benefiting underrepresented groups, through innovative AI-enabled medical imaging analysis. The award period runs from September 1, 2024 to August 31, 2026. No sub-awards are planned under this grant.
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