Alert button
Picture for Kai Ma

Kai Ma

Alert button

Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification

Oct 09, 2021
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

Figure 1 for Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification
Figure 2 for Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification
Figure 3 for Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification
Viaarxiv icon

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation

Sep 28, 2021
Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

Figure 1 for All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
Figure 2 for All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
Figure 3 for All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
Figure 4 for All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
Viaarxiv icon

Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views

Sep 24, 2021
Dong Wei, Kai Ma, Yefeng Zheng

Figure 1 for Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views
Figure 2 for Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views
Figure 3 for Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views
Figure 4 for Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views
Viaarxiv icon

InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction

Sep 11, 2021
Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng

Figure 1 for InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction
Figure 2 for InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction
Figure 3 for InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction
Figure 4 for InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction
Viaarxiv icon

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

Aug 18, 2021
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng

Figure 1 for Multi-Anchor Active Domain Adaptation for Semantic Segmentation
Figure 2 for Multi-Anchor Active Domain Adaptation for Semantic Segmentation
Figure 3 for Multi-Anchor Active Domain Adaptation for Semantic Segmentation
Figure 4 for Multi-Anchor Active Domain Adaptation for Semantic Segmentation
Viaarxiv icon

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Aug 18, 2021
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng

Figure 1 for A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework
Figure 2 for A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework
Figure 3 for A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework
Figure 4 for A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework
Viaarxiv icon

RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation

Jul 19, 2021
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng

Figure 1 for RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation
Figure 2 for RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation
Figure 3 for RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation
Figure 4 for RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation
Viaarxiv icon

Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration

Jul 15, 2021
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

Figure 1 for Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration
Figure 2 for Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration
Figure 3 for Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration
Viaarxiv icon

Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint

Jun 30, 2021
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

Figure 1 for Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint
Figure 2 for Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint
Figure 3 for Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint
Figure 4 for Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint
Viaarxiv icon