11 citations · 23 across the 10 of their papers we have counts for
4 papers · 2 filters
Pathology Context Recalibration Network for Ocular Disease Recognition
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita +1
Pathology context and expert experience play significant roles in clinical ocular disease diagnosis. Although deep neural networks (DNNs) have good ocular disease recognition resul…
VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion
Zaidao Han, Risa Higashita, Jiang Liu
Camera-based 3D Semantic Scene Completion (SSC) is a critical task for autonomous driving and robotic scene understanding. It aims to infer a complete 3D volumetric representation…
Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT
Zunjie Xiao, Xiao Wu, Tianhang Liu +5
Precise lens structure segmentation is essential for the design of intraocular lenses (IOLs) in cataract surgery. Existing deep segmentation networks typically weight all pixels eq…
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification
Xiao Wu, Xiaoqing Zhang, Zunjie Xiao +3
Efficient convolutional neural network (CNN) architecture design has attracted growing research interests. However, they typically apply single receptive field (RF), small asymmetr…