Structure-preserving Image-quality Enhancement for 3D Synthetic FLAIR Using a 3D U-Net with Content and Style Losses

Satoru Kamio, Akifumi Hagiwara, Yujiro Otsuka, Moto Nakaya, Reina Hosoi, Yasunobu Hoshino, Yuji Tomizawa, Yuika Tsukamoto, Naohisa Hara, Junko Kikuta, Christina Andica, Toshiaki Akashi, Akihiko Wada, Hiroshi Kusahara, Ryutaro Yano, Taku Hatano, Osamu Abe, Koji Kamagata

Open source

DOI
10.2463/mrms.mp.2026-0101
Published
2026
Container
Magnetic Resonance in Medical Sciences
Publisher
Japanese Society for Magnetic Resonance in Medicine
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.2463/mrms.mp.2026-0101,
  title = {Structure-preserving Image-quality Enhancement for 3D Synthetic FLAIR Using a 3D U-Net with Content and Style Losses},
  author = {Satoru Kamio and Akifumi Hagiwara and Yujiro Otsuka and Moto Nakaya and Reina Hosoi and Yasunobu Hoshino and Yuji Tomizawa and Yuika Tsukamoto and Naohisa Hara and Junko Kikuta and Christina Andica and Toshiaki Akashi and Akihiko Wada and Hiroshi Kusahara and Ryutaro Yano and Taku Hatano and Osamu Abe and Koji Kamagata},
  year = {2026},
  journal = {Magnetic Resonance in Medical Sciences},
  doi = {10.2463/mrms.mp.2026-0101},
  url = {https://doi.org/10.2463/mrms.mp.2026-0101}
}

RIS

TY  - JOUR
TI  - Structure-preserving Image-quality Enhancement for 3D Synthetic FLAIR Using a 3D U-Net with Content and Style Losses
AU  - Satoru Kamio
AU  - Akifumi Hagiwara
AU  - Yujiro Otsuka
AU  - Moto Nakaya
AU  - Reina Hosoi
AU  - Yasunobu Hoshino
AU  - Yuji Tomizawa
AU  - Yuika Tsukamoto
AU  - Naohisa Hara
AU  - Junko Kikuta
AU  - Christina Andica
AU  - Toshiaki Akashi
AU  - Akihiko Wada
AU  - Hiroshi Kusahara
AU  - Ryutaro Yano
AU  - Taku Hatano
AU  - Osamu Abe
AU  - Koji Kamagata
PY  - 2026
JO  - Magnetic Resonance in Medical Sciences
DO  - 10.2463/mrms.mp.2026-0101
UR  - https://doi.org/10.2463/mrms.mp.2026-0101
ER  - 

APA

Kamio, S., Hagiwara, A., Otsuka, Y., Nakaya, M., Hosoi, R., Hoshino, Y., Tomizawa, Y., Tsukamoto, Y., Hara, N., Kikuta, J., Andica, C., Akashi, T., Wada, A., Kusahara, H., Yano, R., Hatano, T., Abe, O., & Kamagata, K. (2026). Structure-preserving Image-quality Enhancement for 3D Synthetic FLAIR Using a 3D U-Net with Content and Style Losses. Magnetic Resonance in Medical Sciences. https://doi.org/10.2463/mrms.mp.2026-0101

Source records