no code implementations • 20 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.
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.
1 code implementation • 10 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.