Abdominal multi-organ segmentation in CT using Swinunter

no code implementations • 28 Sep 2023 • Mingjin Chen, Yongkang He, Yongyi Lu

Abdominal multi-organ segmentation in computed tomography (CT) is crucial for many clinical applications including disease detection and treatment planning.

Computed Tomography (CT) Organ Segmentation

Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation

no code implementations • 17 Aug 2023 • Mingjin Chen, Yongkang He, Yongyi Lu, Zhijing Yang

We aim at incorporating explicit shape information into current 3D organ segmentation models.

Organ Segmentation Segmentation +1

A Transformer-based Prediction Method for Depth of Anesthesia During Target-controlled Infusion of Propofol and Remifentanil

1 code implementation • 2 Aug 2023 • Yongkang He, Siyuan Peng, Mingjin Chen, Zhijing Yang, Yuanhui Chen

Accurately predicting anesthetic effects is essential for target-controlled infusion systems.

Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation

no code implementations • 2 Aug 2023 • Yongkang He, Mingjin Chen, Zhijing Yang, Yongyi Lu

This paper seeks to address the dense labeling problems where a significant fraction of the dataset can be pruned without sacrificing much accuracy.

Image Classification Image Segmentation +3