Search Results for author: Yuichiro Hirano

Found 2 papers, 1 papers with code

Label-Efficient Multi-Task Segmentation using Contrastive Learning

1 code implementation23 Sep 2020 Junichiro Iwasawa, Yuichiro Hirano, Yohei Sugawara

Obtaining annotations for 3D medical images is expensive and time-consuming, despite its importance for automating segmentation tasks.

Contrastive Learning Multi-Task Learning +1

GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention

no code implementations27 Sep 2019 Ashish Sinha, Yohei Sugawara, Yuichiro Hirano

We try to improve the visual image quality of the CT reconstruction using Guided Attention based GANs (GA-GAN).

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