A radiomics and deep learning nomogram developed and validated for predicting no-collapse survival in patients with osteonecrosis after multiple drilling.

Journal: BMC medical informatics and decision making
PMID:

Abstract

PURPOSE: Identifying patients who may benefit from multiple drilling are crucial. Hence, the purpose of the study is to utilize radiomics and deep learning for predicting no-collapse survival in patients with femoral head osteonecrosis.

Authors

  • Fan Liu
    Hunan Provincial Key Laboratory of Dong Medicine, Hunan University of Medicine, Huaihua, China.
  • De-Bao Zhang
    Department of Orthopedics, the First Hospital of Jilin University, Changchun, Jilin Province, 130021, China.
  • Shi-Huan Cheng
    Department of Rehabilitation, the First Hospital of Jilin University, Changchun, Jilin Province, 130021, China.
  • Gui-Shan Gu
    Department of Orthopedics, the First Hospital of Jilin University, Changchun, Jilin Province, 130021, China. gugs@jlu.edu.cn.