Machine learning model for non-alcoholic steatohepatitis diagnosis based on ultrasound radiomics
The combined diagnostic model constructed using machine learning algorithms based on ultrasound image radiomics has a high clinical predictive performance in diagnosing Non-Alcoholic Steatohepatitis.
Authors
- Yayang Duan (ORCID: https://orcid.org/0000-0002-8255-1919)
- Chaoxue Zhang (ORCID: https://orcid.org/0000-0002-3037-8819)
- Junli Wang (ORCID: https://orcid.org/0000-0001-6862-1944)
- Kun Wang (ORCID: https://orcid.org/0000-0001-9962-9906)
- Fei Xia (ORCID: https://orcid.org/0009-0005-0832-2404)
- Wei Wei
Institutions
- Anhui Medical University (CN)
- First Affiliated Hospital of Anhui Medical University (CN)
- First Affiliated Hospital of Wannan Medical College (CN)
- East China Normal University (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2024-08-20
- DOI
- https://doi.org/10.1186/s12880-024-01398-y
- Citations
- 3
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.16