Artificial Intelligence-Accelerated vs. Conventional Diffusion-Weighted Imaging for Prostate MRI: Comparing Quality and Quantitative Metrics

The AI-DWI sequence allows for reduced acquisition time while preserving subjective image quality compared to the c-DWI. Quantitatively, it yields lower mean and maximum ADC values, while showing no significant differences in the rest of the quantitative metrics relative to the conventional sequence.

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Publication Details

Journal
Academic Radiology
Published
2025-12-01
DOI
https://doi.org/10.1016/j.acra.2025.12.003
Primary Topic
Prostate Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
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article

Artificial Intelligence-Accelerated vs. Conventional Diffusion-Weighted Imaging for Prostate MRI: Comparing Quality and Quantitative Metrics

Vlad Sacalean, Ralph Strecker, Oliver Gebler, Hannes Engel et al.
Academic Radiology
Prostate Cancer Diagnosis and Treatment
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Artificial Intelligence-Accelerated vs. Conventional Diffusion-Weighted Imaging for Prostate MRI: Comparing Quality and Quantitative Metrics

Vlad Sacalean, Ralph Strecker, Oliver Gebler, Hannes Engel, Fabian Bamberg, Wei Liu, Jakob Weiß, Elisabeth Weiland, Maximilian F. Russe
article en

Abstract

The AI-DWI sequence allows for reduced acquisition time while preserving subjective image quality compared to the c-DWI. Quantitatively, it yields lower mean and maximum ADC values, while showing no significant differences in the rest of the quantitative metrics relative to the conventional sequence.

Academic Radiology
Siemens (Germany) (DE), University of Freiburg (DE), University Medical Center Freiburg (DE), Siemens Healthineers (Germany) (DE)
Openalex Percentile: Top 27%
Prostate Cancer Diagnosis and Treatment
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