The value of synthetic MRI in differentiating metastatic and non-metastatic lymph nodes in squamous cell carcinoma of head and neck
Motivation: The presence of metastatic lymph nodes in HNSCC indicates a worse prognosis, biopsy is invasive and has a high incidence of false-negative results. The diagnosis value of synthetic MRI needs to be studied further. Goal(s): To explore the value of the features derived from synthetic MRI in distinguishing between benign and malignant lymph nodes. Approach: This study included lymph nodes of HNSCC which were confirmed by pathology, and utilized multiple methods to select meaningful features. Results: Features derived from synthetic MRI have satisfactory discrimination efficiency. Impact: Synthetic MRI may be able to be used as a method to help assemnet the lymph nodes in clinical practice.
Authors
- Meng‐Hung Lin (ORCID: https://orcid.org/0000-0002-8594-3360)
- Lizhi Xie (ORCID: https://orcid.org/0000-0002-4379-9348)
- Fan Yang (ORCID: https://orcid.org/0009-0008-3339-249X)
- Xiaoduo Yu (ORCID: https://orcid.org/0000-0002-0893-695X)
- Haoran Wei
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/3763
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00