Search Results for author: Yaolei Qi

Found 3 papers, 2 papers with code

FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation

no code implementations20 Dec 2023 Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang

Federated learning (FL) for histopathology image segmentation involving multiple medical sites plays a crucial role in advancing the field of accurate disease diagnosis and treatment.

Federated Learning Image Segmentation +2

Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation

1 code implementation ICCV 2023 Yaolei Qi, Yuting He, Xiaoming Qi, Yuan Zhang, Guanyu Yang

In this work, we note the specificity of tubular structures and use this knowledge to guide our DSCNet to simultaneously enhance perception in three stages: feature extraction, feature fusion, and loss constraint.

Segmentation Specificity

Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning

1 code implementation10 Jul 2023 Zheng Zhang, XiaoLei Zhang, Yaolei Qi, Guanyu Yang

To this end, we propose partial vessels annotation (PVA) based on the challenges of coronary artery segmentation and clinical diagnostic characteristics.

Coronary Artery Segmentation Segmentation +1

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