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Comparative evaluation of four reconstruction techniques for prostate T2-weighted MRI: Sensitivity encoding, compressed sensing, deep learning, and super-resolution.

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Title: Comparative evaluation of four reconstruction techniques for prostate T2-weighted MRI: Sensitivity encoding, compressed sensing, deep learning, and super-resolution.
Authors: Nishioka N; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan., Fujima N; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan., Tsuneta S; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Radiology, Graduate School of Dental Medicine, Hokkaido University, N13 W7, Kita-ku, Sapporo 060-08586, Japan., Kato D; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan., Kamiishi T; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan., Yoshikawa M; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan., Kimura R; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan., Sakamoto K; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan., Matsumoto R; Department of Renal and Genitourinary Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-Ku, Sapporo 060-8638, Japan., Abe T; Department of Renal and Genitourinary Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-Ku, Sapporo 060-8638, Japan., Kwon J; Philips Japan, 3-37 Azabudai Hills Mori JP Tower 15F, 1-3-1 Azabudai, Minato-ku, Tokyo 106-0041, Japan., Yoneyama M; Philips Japan, 3-37 Azabudai Hills Mori JP Tower 15F, 1-3-1 Azabudai, Minato-ku, Tokyo 106-0041, Japan., Kudo K; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan.; Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, N14 W5, Kita-Ku, Sapporo, Hokkaido 060-8648, Japan.
Source: European journal of radiology open [Eur J Radiol Open] 2025 Jul 22; Vol. 15, pp. 100671. Date of Electronic Publication: 2025 Jul 22 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Ltd Country of Publication: England NLM ID: 101650225 Publication Model: eCollection Cited Medium: Print ISSN: 2352-0477 (Print) Linking ISSN: 23520477 NLM ISO Abbreviation: Eur J Radiol Open Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Nishioka+N%22">Nishioka N</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan.<br /><searchLink fieldCode="AU" term="%22Fujima+N%22">Fujima N</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.<br /><searchLink fieldCode="AU" term="%22Tsuneta+S%22">Tsuneta S</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Radiology, Graduate School of Dental Medicine, Hokkaido University, N13 W7, Kita-ku, Sapporo 060-08586, Japan.<br /><searchLink fieldCode="AU" term="%22Kato+D%22">Kato D</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan.<br /><searchLink fieldCode="AU" term="%22Kamiishi+T%22">Kamiishi T</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.<br /><searchLink fieldCode="AU" term="%22Yoshikawa+M%22">Yoshikawa M</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.<br /><searchLink fieldCode="AU" term="%22Kimura+R%22">Kimura R</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan.<br /><searchLink fieldCode="AU" term="%22Sakamoto+K%22">Sakamoto K</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.<br /><searchLink fieldCode="AU" term="%22Matsumoto+R%22">Matsumoto R</searchLink>; Department of Renal and Genitourinary Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-Ku, Sapporo 060-8638, Japan.<br /><searchLink fieldCode="AU" term="%22Abe+T%22">Abe T</searchLink>; Department of Renal and Genitourinary Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-Ku, Sapporo 060-8638, Japan.<br /><searchLink fieldCode="AU" term="%22Kwon+J%22">Kwon J</searchLink>; Philips Japan, 3-37 Azabudai Hills Mori JP Tower 15F, 1-3-1 Azabudai, Minato-ku, Tokyo 106-0041, Japan.<br /><searchLink fieldCode="AU" term="%22Yoneyama+M%22">Yoneyama M</searchLink>; Philips Japan, 3-37 Azabudai Hills Mori JP Tower 15F, 1-3-1 Azabudai, Minato-ku, Tokyo 106-0041, Japan.<br /><searchLink fieldCode="AU" term="%22Kudo+K%22">Kudo K</searchLink>; Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo 060-8648, Japan.; Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan.; Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, N14 W5, Kita-Ku, Sapporo, Hokkaido 060-8648, Japan.
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