Rapid pathologic grading-based diagnosis of esophageal squamous cell carcinoma <i>via</i> Raman spectroscopy and a deep learning algorithm
Raman spectroscopy revealed significantly different waveforms for the different stages of esophageal neoplasia. The combination of Raman spectroscopy and deep learning methods could significantly improve the accuracy of classification.
Authors
- Xinying Yu (ORCID: https://orcid.org/0000-0001-8891-6723)
- F H Chen
- Lianyu Li (ORCID: https://orcid.org/0009-0008-9797-3306)
- Jian Chen (ORCID: https://orcid.org/0000-0003-4560-1873)
- Qiang He
Institutions
- Huazhong Agricultural University (CN)
- Beijing Tian Tan Hospital (CN)
- Zoucheng People's Hospital (CN)
- Huazhong University of Science and Technology Hospital (CN)
- Huazhong University of Science and Technology (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- World Journal of Gastroenterology
- Published
- 2025-04-09
- DOI
- https://doi.org/10.3748/wjg.v31.i14.104280
- Citations
- 1
- Primary Topic
- Spectroscopy Techniques in Biomedical and Chemical Research
- Type
- article
- Field-Weighted Citation Impact
- 1.63