RSNA Cervical Spine Fracture AI Challenge (2022)
The 2022 RSNA Cervical Spine Fracture AI Challenge invites participants to explore whether AI can be used to aid in the detection and localization of cervical spine fractures. Review the background and competition details below and submit your entries by Oct. 27.
About the 2022 AI Challenge
Annually in the U.S., an estimated 1.5 million vertebral compression fractures occur — the most common located in the cervical spine where only 25–33% of incident radiographically identified vertebral fractures are clinically diagnosed.
Quickly detecting and determining the location of vertebral fractures is essential to prevent neurologic deterioration and paralysis after trauma, which is why RSNA, the American Society of Neuroradiology (ASNR) and the American Society of Spine Radiology (ASSR) are co-hosting the Cervical Spine Fracture AI Challenge on the Kaggle competition platform.
Participants are challenged to develop machine learning models that match the radiologists' performance in detecting and localizing fractures in the seven vertebrae that comprise the cervical spine.
About the imaging data
To create the ground truth dataset, the challenge planning task force:
- Collected imaging data sourced from 12 sites on six continents.
- Includes over 1,400 CT studies with diagnosed cervical spine fractures and an approximately equal number of negative studies.
- Spine radiology specialists from the ASNR and ASSR provided expert image level annotations to indicate the presence, vertebral level and location of any cervical spine fractures.
Recognition for winning teams
The winning teams will be recognized at an event during RSNA 2022 (Nov. 27 – Dec. 1). A $30,000 prize will be awarded and split between the top teams.
Final submissions for the Cervical Spine Fracture AI Challenge are due Oct. 27.
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