Diagnostic value of multiparameter MRI Based on APT Imaging, Synthetic MRI, and MUSE DWI in Differentiating Benign and Malignant Prostate Lesions

Motivation: Prostate cancer is the second most common malignant tumor among elderly men worldwide. Goal(s): To evaluate the diagnostic efficacy of combining Synthetic MRI, Amide Proton Transfer (APT) imaging, and Multiplexed Sensitivity Encoding DWI (MUSE DWI) in distinguishing between benign and malignant prostate lesions. Approach: 37 patients were enrolled (16 with malignant tumors, 21 with benign lesions). T1, T2, PD, APT, and ADC were measured and analyzed. Results: All models based on multiparametric MRI outperformed individual indicators, with the highest AUC of 0.958 achieved by the model combining T1, T2, APT, and ADC. Impact: This study demonstrates the clinical value of using multiparametric MRI, incorporating Synthetic MRI, APT, and MUSE DWI, for improving differentiation between benign and malignant prostate diseases.

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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/10.58530/2025/2286
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

Diagnostic value of multiparameter MRI Based on APT Imaging, Synthetic MRI, and MUSE DWI in Differentiating Benign and Malignant Prostate Lesions

Xiaomeng Qiao, Zeyu Zhao, Jie Shi, Ximing Wang 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

Diagnostic value of multiparameter MRI Based on APT Imaging, Synthetic MRI, and MUSE DWI in Differentiating Benign and Malignant Prostate Lesions

Xiaomeng Qiao, Zeyu Zhao, Jie Shi, Ximing Wang, Chenhan Hu, Qian Zhang
article en

Abstract

Motivation: Prostate cancer is the second most common malignant tumor among elderly men worldwide. Goal(s): To evaluate the diagnostic efficacy of combining Synthetic MRI, Amide Proton Transfer (APT) imaging, and Multiplexed Sensitivity Encoding DWI (MUSE DWI) in distinguishing between benign and malignant prostate lesions. Approach: 37 patients were enrolled (16 with malignant tumors, 21 with benign lesions). T1, T2, PD, APT, and ADC were measured and analyzed. Results: All models based on multiparametric MRI outperformed individual indicators, with the highest AUC of 0.958 achieved by the model combining T1, T2, APT, and ADC. Impact: This study demonstrates the clinical value of using multiparametric MRI, incorporating Synthetic MRI, APT, and MUSE DWI, for improving differentiation between benign and malignant prostate diseases.

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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