Search Results for author: Shuoling Zhou

Found 3 papers, 3 papers with code

DLUNet: Semi-supervised Learning based Dual-Light UNet for Multi-organ Segmentation

1 code implementation22 Sep 2022 Haoran Lai, Tao Wang, Shuoling Zhou

In the training phase, it consists of two light UNets, which make full use of label and unlabeled data simultaneously by using consistent-based learning.

Organ Segmentation

Multi-View Imputation and Cross-Attention Network Based on Incomplete Longitudinal and Multimodal Data for Conversion Prediction of Mild Cognitive Impairment

1 code implementation16 Jun 2022 Tao Wang, Xiumei Chen, Xiaoling Zhang, Shuoling Zhou, Qianjin Feng, Meiyan Huang

To address these challenges, a multi-view imputation and cross-attention network (MCNet) was proposed to integrate data imputation and MCI conversion prediction in a unified framework.

Disease Prediction Imputation +1

Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR Images

1 code implementation23 Mar 2022 Meiyan Huang, Shuoling Zhou, Xiumei Chen, Haoran Lai, Qianjin Feng

In the first stage, we constructed a 2D semi-supervised DeepLabv3+ by using cross pseudo supervision to obtain intra-slice features and coarse segmentation.

Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.