Deep Learning-Based Segmentation and Risk Stratification for Gastrointestinal Stromal Tumors in Transabdominal Ultrasound Imaging.

Minling ZhuoXing ChenJingjing GuoQingfu QianEnsheng Xue Zhi-Kui Chen

Published in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2024)

This two-stage SegNeXt-ResNet18 model achieves automatic segmentation and risk stratification prediction for GISTs and demonstrates excellent segmentation and classification performance.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning