Haoyue He, Jinxin Liu, Chuanming Li, Yi Guo, Kaixin Liang, Jun Du, Jun Xue, Yidan Liang, Peng Chen, Liu Liu, Min Cui, Jia Wang, Ye Liu, Shanshan Tian, Yongbing Deng
Hemorrhagic progression of contusion (HPC) often occurs early in cerebral contusions (CC) patients, significantly impacting their prognosis. It is vital to promptly assess HPC and predict outcomes for effective tailored interventions, thereby enhancing prognosis in CC patients. We utilized the Attention-3DUNet neural network to semi-automatically segment hematomas from computed tomography (CT) images of 452 CC patients, incorporating 695 hematomas. Subsequently, 1,502 radiomic features were extracted from 358 hematomas in 261 patients...
February 7, 2024: Journal of Neurotrauma