Deep learning models for MRI-based clinical decision support in cervical spine degenerative diseases
We initially developed deep learning algorithms that can provide clinical recommendations based on cervical spine MRI. The algorithm shows substantial consistency with experienced spine surgeons.
Authors
- Hua-Lin Li
- Zhongxin Lu (ORCID: https://orcid.org/0000-0002-3365-0881)
- Yuhan Tian
- Jiawei Huang (ORCID: https://orcid.org/0000-0001-5108-9904)
- Yulong Zhang (ORCID: https://orcid.org/0000-0001-6086-2743)
- Hao-Bo Ye
- Yue-Tong Zhang
- Naifeng Tian (ORCID: https://orcid.org/0000-0002-0140-8177)
- Kaiyu Li (ORCID: https://orcid.org/0000-0002-8015-6245)
- Jiawei Qiu (ORCID: https://orcid.org/0000-0002-9475-6452)
- Xiaopeng Liu (ORCID: https://orcid.org/0000-0002-0589-6067)
Institutions
- Wenzhou Medical University (CN)
- Second Affiliated Hospital & Yuying Children's Hospital of Wenzhou Medical University (CN)
Publication Details
- Journal
- Frontiers in Neuroscience
- Published
- 2024-12-06
- DOI
- https://doi.org/10.3389/fnins.2024.1501972
- Citations
- 5
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.92