Non-invasive diagnosis of pancreatic steatosis with ultrasound images using deep learning network
The deep learning model significantly enhanced the diagnostic accuracy of conventional ultrasound for PS detection. Its high sensitivity could facilitate widespread screening for PS in large populations, aiding in the early identification of individuals at an elevated risk for T2DM in routine clinical practice.
Authors
- Jing Su (ORCID: https://orcid.org/0000-0002-5363-0677)
- Jianqiu Huang (ORCID: https://orcid.org/0000-0002-7658-8184)
- Li Zhang (ORCID: https://orcid.org/0000-0002-3617-2627)
- Yang Sun (ORCID: https://orcid.org/0000-0002-5483-0953)
- Ligang Cui (ORCID: https://orcid.org/0000-0003-2258-0053)
Institutions
- Peking University (CN)
- Peking University Third Hospital (CN)
Publication Details
- Journal
- Heliyon
- Published
- 2024-09-01
- DOI
- https://doi.org/10.1016/j.heliyon.2024.e37580
- Citations
- 6
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 2.32