Diffusion-weighted imaging of prostate cancer using a statistical model based on the gamma distribution
| Autor: | Chiharu Tamura, Hiroshi Shinmoto, Koichi Oshio, Tastumi Kaji, Kentaro Yamada, Shigeyoshi Soga, Teppei Okamura, Robert V. Mulkern |
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| Rok vydání: | 2014 |
| Předmět: |
medicine.diagnostic_test
business.industry Gaussian Physics::Medical Physics Magnetic resonance imaging Statistical model urologic and male genital diseases medicine.disease Standard deviation symbols.namesake Prostate cancer Nuclear magnetic resonance medicine symbols Gamma distribution Radiology Nuclear Medicine and imaging Prostate neoplasm business Diffusion MRI |
| Zdroj: | Journal of Magnetic Resonance Imaging. 42:56-62 |
| ISSN: | 1053-1807 |
| DOI: | 10.1002/jmri.24761 |
| Popis: | Purpose To assess the adequacy of a statistical model based on the gamma distribution for diffusion signal decays of prostate cancer (PCa) using b-values ranging up to 2000 sec/mm2, and to evaluate the differences in gamma model parameters for PCa, benign prostatic hyperplasia (BPH), and peripheral zone (PZ). Materials and Methods Twenty-six patients with histologically proven PCa underwent diffusion-weighted magnetic resonance imaging using five b-values (0, 500, 1000, 1500, 2000 sec/mm2). The acquired signal decay curves were fit with both gamma and truncated Gaussian models and a statistical comparison between the two fits was performed. The acquired parameters using the gamma model (mean, standard deviation, the area fraction for D 3.0 mm2/s [Frac>3.0]) were compared between PCa, BPH, and PZ. Results The gamma model provided a statistically improved fit over the truncated Gaussian model in PCa. The mean and the standard deviation were significantly lower in PCa than in BPH and PZ (P 3.0 was significantly lower in PCa than in BPH and PZ (P |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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