1 code implementation • 8 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.
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.