Publications by authors named "Xinping Xun"
Neuro Oncol
February 2022
Article Synopsis
- The study focuses on creating an automated system for measuring tumor sizes in pediatric brain tumors using MRI imagery, which is important for assessing treatment responses.
- A deep learning model, specifically a 3D U-Net, was trained on a large dataset to perform tumor segmentation and size measurement, and its results were compared with those of expert human raters.
- The findings show strong agreement between the automated system and manual assessments, suggesting that the tool could enhance accuracy and efficiency in monitoring tumor response in pediatric patients, though further validation is needed.
