X-ray based radiomics machine learning models for predicting collapse of early-stage osteonecrosis of femoral head

X-ray based radiomics machine learning models for predicting collapse of early-stage osteonecrosis of femoral head

Abstract This study aimed to develop an X-ray radiomics model for predicting collapse of early-stage osteonecrosis of the femoral head (ONFH). A total of 87 patients (111 hips; training set: n = 67, test set: n = 44) with non-traumatic ONFH at Association Research Circulation Osseous (ARCO) stage II...

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Bibliographic Details
Main Authors: Yaqing He, Yang Chen, Yusen Chen, Pingshi Li, Le Yuan, Maoxiao Ma, Yuhao Liu, Wei He, Wu Zhou, Leilei Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Radiomics
Machine learning
Artificial intelligence
Osteonecrosis of the femoral head
X-ray
Online Access:https://doi.org/10.1038/s41598-025-94878-2
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