Award
NIH Reporter #1R21LM015417-01
Deep Learning of Child Abuse Imaging: Improving Outcomes of Children Evaluated for Physical Abuse
Recipient
RESEARCH INST NATIONWIDE CHILDREN'S HOSP
Award Amount
$242,901.00
Ceiling
$242,901.00
Awarded
August 19, 2026
Identifier
1R21LM015417-01
Award for developing AI models to improve diagnosis of healing fractures in child abuse cases through pediatric imaging data and image sharing infrastructure.
Description
This project aims to improve the identification and dating of healing fractures in young children evaluated for physical abuse using deep learning models trained on multicenter pediatric imaging data. It establishes a framework for image sharing and AI infrastructure to assist radiologists in interpreting high-risk injury images, enhancing diagnostic accuracy and child protection.