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
- Ke Meng (ORCID: https://orcid.org/0000-0002-2460-4728)
- Zixuan Kong
- Xinwei Ya
- Xiangpeng Zhao
- Meng Yao (ORCID: https://orcid.org/0000-0003-3341-6830)
- Li Kong (ORCID: https://orcid.org/0000-0002-3415-0520)
- Bing Wang (ORCID: https://orcid.org/0000-0003-2146-8529)
- Xi Yang (ORCID: https://orcid.org/0000-0002-7219-4591)
- Chen Zhang (ORCID: https://orcid.org/0000-0003-0988-8723)
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