AIC-UNet: Anatomy-informed Cascaded UNet for Robust Multi-Organ Segmentation

no code implementations • 27 Mar 2024 • Young Seok Jeon, Hongfei Yang, Huazhu Fu, Mengling Feng

Imposing key anatomical features, such as the number of organs, their shapes, sizes, and relative positions, is crucial for building a robust multi-organ segmentation model.

Anatomy Organ Segmentation +1

FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images

no code implementations • 29 Jul 2022 • Young Seok Jeon, Hongfei Yang, Mengling Feng

In this work, we propose a Fourier Coefficient Segmentation Network~(FCSN) -- a novel DNN-based model that segments an object by learning the complex Fourier coefficients of the object's masks.

Image Segmentation Medical Image Segmentation +2