Alert button
Picture for Yizhou Yu

Yizhou Yu

Alert button

BOAT: Bilateral Local Attention Vision Transformer

Jan 31, 2022
Tan Yu, Gangming Zhao, Ping Li, Yizhou Yu

Figure 1 for BOAT: Bilateral Local Attention Vision Transformer
Figure 2 for BOAT: Bilateral Local Attention Vision Transformer
Figure 3 for BOAT: Bilateral Local Attention Vision Transformer
Figure 4 for BOAT: Bilateral Local Attention Vision Transformer
Viaarxiv icon

Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unit

Jan 25, 2022
Jianwei Xu, Ran Zhao, Yizhou Yu, Qingwei Zhang, Xianzhang Bian, Jun Wang, Zhizheng Ge, Dahong Qian

Viaarxiv icon

Cross-Modality Deep Feature Learning for Brain Tumor Segmentation

Jan 07, 2022
Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Yu

Figure 1 for Cross-Modality Deep Feature Learning for Brain Tumor Segmentation
Figure 2 for Cross-Modality Deep Feature Learning for Brain Tumor Segmentation
Figure 3 for Cross-Modality Deep Feature Learning for Brain Tumor Segmentation
Figure 4 for Cross-Modality Deep Feature Learning for Brain Tumor Segmentation
Viaarxiv icon

Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training

Jan 05, 2022
Shu Zhang, Zihao Li, Hong-Yu Zhou, Jiechao Ma, Yizhou Yu

Figure 1 for Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Figure 2 for Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Figure 3 for Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Figure 4 for Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Viaarxiv icon

Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports

Nov 04, 2021
Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu

Viaarxiv icon

Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images

Oct 11, 2021
Kongming Liang, Kai Han, Xiuli Li, Xiaoqing Cheng, Yiming Li, Yizhou Wang, Yizhou Yu

Figure 1 for Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images
Figure 2 for Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images
Figure 3 for Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images
Figure 4 for Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images
Viaarxiv icon

Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition

Oct 08, 2021
Mingzhou Liu, Xinwei Sun, Fandong Zhang, Yizhou Yu, Yizhou Wang

Figure 1 for Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition
Figure 2 for Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition
Figure 3 for Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition
Figure 4 for Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition
Viaarxiv icon

nnFormer: Interleaved Transformer for Volumetric Segmentation

Oct 01, 2021
Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang, Lequan Yu, Liansheng Wang, Yizhou Yu

Figure 1 for nnFormer: Interleaved Transformer for Volumetric Segmentation
Figure 2 for nnFormer: Interleaved Transformer for Volumetric Segmentation
Figure 3 for nnFormer: Interleaved Transformer for Volumetric Segmentation
Figure 4 for nnFormer: Interleaved Transformer for Volumetric Segmentation
Viaarxiv icon

Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts

Sep 09, 2021
Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu

Figure 1 for Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts
Figure 2 for Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts
Figure 3 for Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts
Figure 4 for Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts
Viaarxiv icon