Synthetic-based histogram analysis associated with depth of invasion predicted progression-free survival in nasopharyngeal carcinoma

Motivation: Deeply infiltrating tumors have a poor prognosis and need close follow-up. Whether the depth of invasion could serve as a quantitative prognostic indicator in NPC. The prognostic assessment value of synthetic MRI (SyMRI) needs further analysis. Goal(s): To explore the value of two quantitative methods in prognostic assessment in NPC, including depth of invasion and SyMRI. Approach: This study prospectively included NPC patients, and utilized multiple statistical methods to construct and validate two methods. Results: Depth of invasion and SyMRI are important quantitative methods. Impact: Tumor invasion depth is an unignorable metric, and combining it with SyMRI may provide a quantitative and objective approach for clinical treatment.

Authors

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/10.58530/2024/1946
Primary Topic
Machine Learning in Bioinformatics
Type
article
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article

Synthetic-based histogram analysis associated with depth of invasion predicted progression-free survival in nasopharyngeal carcinoma

Haoran Wei, Meng Kuan Lin, Hongmei Zhang, Fan Yang 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
Machine Learning in Bioinformatics
article

Synthetic-based histogram analysis associated with depth of invasion predicted progression-free survival in nasopharyngeal carcinoma

Haoran Wei, Meng Kuan Lin, Hongmei Zhang, Fan Yang, Xiaoduo Yu, Lizhi Xie
article en

Abstract

Motivation: Deeply infiltrating tumors have a poor prognosis and need close follow-up. Whether the depth of invasion could serve as a quantitative prognostic indicator in NPC. The prognostic assessment value of synthetic MRI (SyMRI) needs further analysis. Goal(s): To explore the value of two quantitative methods in prognostic assessment in NPC, including depth of invasion and SyMRI. Approach: This study prospectively included NPC patients, and utilized multiple statistical methods to construct and validate two methods. Results: Depth of invasion and SyMRI are important quantitative methods. Impact: Tumor invasion depth is an unignorable metric, and combining it with SyMRI may provide a quantitative and objective approach for clinical treatment.

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
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Openalex Percentile: Top 81%
Machine Learning in Bioinformatics
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