Yaqing He, Yang Chen, Yusen Chen, Pingshi Li, Le Yuan, Maoxiao Ma, Yuhao Liu, Wei He, Wu Zhou, Leilei Chen. "X-ray based radiomics machine learning models for predicting collapse of early-stage osteonecrosis of femoral head." Scientific Reports, 2025. doi:10.1038/s41598-025-94878-2