Correlation between multi-parameter MRI and Gleason score in prostate cancer using point-to-point irradiation analysis

Motivation: Prostate cancer biopsy is invasive and may be influenced by sampling errors, causing abnormalities visible on MRI to be overlooked. Goal(s): To propose a quantitative parameter for prostate cancer diagnosis. Approach: Patients underwent 3T MRI scans. Prostate cancer diagnosis was confirmed by outlining regions of interest on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) maps. Ratios for T2WI, DWI, and ADC values were calculated; Gleason score served as the reference standard. Results: Clinically significant prostate cancer can be identified and differentiated by measuring T2WI ratios, DWI ratios, and ADC values specific to prostate cancer. Impact: The proposed quantitative parameter, based on prostate cancer/obturator internus muscle signal intensity, enables noninvasive prostate cancer diagnosis and eliminates the need for biopsy.

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
2025-09-16
DOI
https://doi.org/10.58530/2025/4497
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Correlation between multi-parameter MRI and Gleason score in prostate cancer using point-to-point irradiation analysis

Ke Meng, Zixuan Kong, Xinwei Ya, Xiangpeng Zhao 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

Correlation between multi-parameter MRI and Gleason score in prostate cancer using point-to-point irradiation analysis

Ke Meng, Zixuan Kong, Xinwei Ya, Xiangpeng Zhao, Meng Yao, Li Kong, Bing Wang, Xi Yang, Chen Zhang
article en

Abstract

Motivation: Prostate cancer biopsy is invasive and may be influenced by sampling errors, causing abnormalities visible on MRI to be overlooked. Goal(s): To propose a quantitative parameter for prostate cancer diagnosis. Approach: Patients underwent 3T MRI scans. Prostate cancer diagnosis was confirmed by outlining regions of interest on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) maps. Ratios for T2WI, DWI, and ADC values were calculated; Gleason score served as the reference standard. Results: Clinically significant prostate cancer can be identified and differentiated by measuring T2WI ratios, DWI ratios, and ADC values specific to prostate cancer. Impact: The proposed quantitative parameter, based on prostate cancer/obturator internus muscle signal intensity, enables noninvasive prostate cancer diagnosis and eliminates the need for biopsy.

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
Openalex Percentile: Top 64%
Radiomics and Machine Learning in Medical Imaging
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