Aiding Diagnosis and Classifying of Early Stage Osteonecrosis of the Femoral Head with Convolutional Neural Network Based on Magnetic Resonance Imaging
Our proposed CNN model can effectively segment the region where the femoral head is in MRI and can identify the region of early stage femoral head necrosis for the purpose of aiding diagnosis.
Authors
- Songcen Lv (ORCID: https://orcid.org/0000-0001-7066-2681)
- Yong Qin (ORCID: https://orcid.org/0000-0003-0541-8054)
- Yingkai Ma
- Hao Luo (ORCID: https://orcid.org/0000-0003-2143-2438)
- Xiang Li (ORCID: https://orcid.org/0000-0002-9851-6376)
- Liang Chen (ORCID: https://orcid.org/0000-0002-2373-5363)
- Ren Wang
- Minglei Li (ORCID: https://orcid.org/0000-0002-1274-2605)
- Xiangning Xu
- Jinping Yu
- Chuanxin Tong
Institutions
- Harbin Medical University (CN)
- Harbin Institute of Technology (CN)
- Second Affiliated Hospital of Harbin Medical University (CN)
Publication Details
- Journal
- Indian Journal of Orthopaedics
- Published
- 2024-12-04
- DOI
- https://doi.org/10.1007/s43465-024-01272-7
- Primary Topic
- Bone and Joint Diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Children's Research Centre