Search Results for author: Jichao Zhao

Found 6 papers, 1 papers with code

Segmenting Bi-Atrial Structures Using ResNext Based Framework

no code implementations28 Feb 2025 Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao

Atrial fibrillation (AF) is the most common cardiac arrhythmia, significantly contributing to mortality, particularly in older populations.

Segmentation

How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation

no code implementations26 Jul 2024 Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao

Cardiac segmentation is a critical task in medical imaging, essential for detailed analysis of heart structures, which is crucial for diagnosing and treating various cardiovascular diseases.

Cardiac Segmentation Image Segmentation +2

Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation

no code implementations7 Jul 2024 Fangqiang Xu, Wenxuan Tu, Fan Feng, Malitha Gunawardhana, Jiayuan Yang, Yun Gu, Jichao Zhao

Specifically, we design a shuffle-then-reorder attention module to adjust the position of disrupted objects in the latent space using dynamic generation ratios, such that the vital dependencies among these random cropping targets could be well captured and preserved.

Position

Segmentation of histological images and fibrosis identification with a convolutional neural network

no code implementations20 Mar 2018 Xiaohang Fu, Tong Liu, Zhaohan Xiong, Bruce H. Smaill, Martin K. Stiles, Jichao Zhao

Segmentation of histological images is one of the most crucial tasks for many biomedical analyses including quantification of certain tissue type.

Segmentation

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