Histogram analysis of quantitative parameters for prostate cancer and prostatic hyperplasia: A Preliminary 5.0 T MRI Study

Motivation: Multiparametric MRI on 5T has emerged as a pivotal diagnostic modality for evaluating body lesions, but its application in prostate imaging has not been fully explored. Goal(s): To evaluate the diagnostic efficacy of distinguishing PCa from BPH using multiparametric histogram analysis on 5.0T MRI Approach: 85 patients underwent DWI, IVIM, and T2 mapping imaging on 5.0T MRI, and diagnostic performance of combined ADC_D_D*_f_T2 model was assessed. Results: The combined ADC_D_D*_f_T2 model achieved an AUC of 0.991 on 5T, significantly outperforming PSA testing in distinguishing PCa from BPH. Impact: This study demonstrates that 5.0T MRI, with advanced histogram analysis, offers a reliable and non-invasive method for distinguishing prostate cancer from benign prostatic hyperplasia, enabling more accurate early diagnoses and reducing unnecessary biopsies in clinical settings.

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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
2025-09-16
DOI
https://doi.org/10.58530/2025/5316
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Histogram analysis of quantitative parameters for prostate cancer and prostatic hyperplasia: A Preliminary 5.0 T MRI Study

Xiong Ying, Zipei Feng, Chi Zheng, S. Xing 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

Histogram analysis of quantitative parameters for prostate cancer and prostatic hyperplasia: A Preliminary 5.0 T MRI Study

Xiong Ying, Zipei Feng, Chi Zheng, S. Xing, Xinghua Liu, Huan Ma, Sheng Xiang, Wenbing Zeng
article en

Abstract

Motivation: Multiparametric MRI on 5T has emerged as a pivotal diagnostic modality for evaluating body lesions, but its application in prostate imaging has not been fully explored. Goal(s): To evaluate the diagnostic efficacy of distinguishing PCa from BPH using multiparametric histogram analysis on 5.0T MRI Approach: 85 patients underwent DWI, IVIM, and T2 mapping imaging on 5.0T MRI, and diagnostic performance of combined ADC_D_D*_f_T2 model was assessed. Results: The combined ADC_D_D*_f_T2 model achieved an AUC of 0.991 on 5T, significantly outperforming PSA testing in distinguishing PCa from BPH. Impact: This study demonstrates that 5.0T MRI, with advanced histogram analysis, offers a reliable and non-invasive method for distinguishing prostate cancer from benign prostatic hyperplasia, enabling more accurate early diagnoses and reducing unnecessary biopsies in clinical settings.

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 65%
Radiomics and Machine Learning in Medical Imaging
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Histogram analysis of quantitative parameters for prostate cancer and prostatic hyperplasia: A Preliminary 5.0 T MRI Study — Xiong Ying, Zipei Feng, 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 (2025) | TGRS Research Map | TGRS