Search Results for author: Ryu Tadokoro

Found 2 papers, 2 papers with code

Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation

1 code implementation8 Jan 2024 Ryu Tadokoro, Ryosuke Yamada, Kodai Nakashima, Ryo Nakamura, Hirokatsu Kataoka

From experimental results, we conclude that effective pre-training can be achieved by looking at primitive geometric objects only.

Image Segmentation Medical Image Segmentation +3

Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image Segmentation

1 code implementation CVPR Workshop 2023 Ryu Tadokoro, Ryosuke Yamada, Hirokatsu Kataoka

Inspired by this approach, we propose the Auto-generated Volumetric Shapes Database (AVS-DB) for data-scarce 3D medical image segmentation tasks.

Image Segmentation Medical Image Segmentation +3

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