Effect of Training Data Differences on Accuracy in MR Image …
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- DOI 10.6009/jjrt.2024-1487
- PMID https://pubmed.ncbi.nlm.nih.gov/39477465
- OpenAlex ID W4403818439
- Type Article
- Language EN
- Published 01 Jan 2024
- Volume 80 (12)
- Pages 1277–1287
- Source Japanese Journal of Radiological Technol…
- Publisher Japan Radiological Society
- Countries 1
- Institutions 4
- Added 10 Oct 2025
- Updated 14 Oct 2026
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Effect of Training Data Differences on Accuracy in MR Image Generation Using Pix2pix
Article 2024 EN Bronze
PURPOSE: Using a magnetic resonance (MR) image generation technique with deep learning, we elucidated whether changing the training data patterns affected image generation accuracy. METHODS: The pix2pix training model generated T1-weighted images from T2-weighted images or FLAIR images. Head MR images obtained at our hospital were used in this study. We prepared 300 cases for each model and four t…
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7 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Masaru Tsukano | University of Shimane (JP) Shimane University Hospital (JP) | |
| 2 | Yasushi Yamämoto | Shimane University (JP) University of Shimane (JP) | |
| 3 | Masato Shirai | Shimane University (JP) University of Shimane (JP) | |
| 4 | Masahiro Takamura | Fujita Health University (JP) | |
| 5 | Kazuaki Matsuo | University of Shimane (JP) Shimane University Hospital (JP) | — |
| 6 | Yoshinori Miyahara | University of Shimane (JP) Shimane University Hospital (JP) | — |
| 7 | Yasushi Kaji | Shimane University (JP) University of Shimane (JP) |
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