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.

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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
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article

The value of synthetic MRI in differentiating metastatic and non-metastatic lymph nodes in squamous cell carcinoma of head and neck

Meng‐Hung Lin, Lizhi Xie, Fan Yang, Xiaoduo Yu et al.
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
Radiomics and Machine Learning in Medical Imaging
article

The value of synthetic MRI in differentiating metastatic and non-metastatic lymph nodes in squamous cell carcinoma of head and neck

Meng‐Hung Lin, Lizhi Xie, Fan Yang, Xiaoduo Yu, Haoran Wei
article en

Abstract

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.

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
Reduced inequalities, Peace, Justice and strong institutions
Openalex Percentile: Top 64%
Radiomics and Machine Learning in Medical Imaging
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