Alert button
Picture for Mingze Yuan

Mingze Yuan

Alert button

Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review

Nov 03, 2023
Mingze Yuan, Peng Bao, Jiajia Yuan, Yunhao Shen, Zifan Chen, Yi Xie, Jie Zhao, Yang Chen, Li Zhang, Lin Shen, Bin Dong

Viaarxiv icon

Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer

Aug 01, 2023
Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Yu Shi, Ling Zhang

Figure 1 for Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Figure 2 for Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Figure 3 for Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Figure 4 for Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Viaarxiv icon

Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans

Jul 16, 2023
Mingze Yuan, Yingda Xia, Xin Chen, Jiawen Yao, Junli Wang, Mingyan Qiu, Hexin Dong, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Ling Zhang

Figure 1 for Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Figure 2 for Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Figure 3 for Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Figure 4 for Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Viaarxiv icon

Unsupervised Image Denoising with Score Function

Apr 17, 2023
Yutong Xie, Mingze Yuan, Bin Dong, Quanzheng Li

Figure 1 for Unsupervised Image Denoising with Score Function
Figure 2 for Unsupervised Image Denoising with Score Function
Figure 3 for Unsupervised Image Denoising with Score Function
Figure 4 for Unsupervised Image Denoising with Score Function
Viaarxiv icon

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization

Apr 01, 2023
Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang

Figure 1 for Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Figure 2 for Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Figure 3 for Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Figure 4 for Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Viaarxiv icon

Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans

Jan 28, 2023
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan Yuille, Zaiyi Liu, Ling Zhang

Figure 1 for Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Figure 2 for Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Figure 3 for Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Figure 4 for Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Viaarxiv icon

Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation

May 17, 2022
Hexin Dong, Zifan Chen, Mingze Yuan, Yutong Xie, Jie Zhao, Fei Yu, Bin Dong, Li Zhang

Figure 1 for Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
Figure 2 for Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
Figure 3 for Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
Figure 4 for Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
Viaarxiv icon

360° Optical Flow using Tangent Images

Dec 28, 2021
Mingze Yuan, Christian Richardt

Figure 1 for 360° Optical Flow using Tangent Images
Figure 2 for 360° Optical Flow using Tangent Images
Figure 3 for 360° Optical Flow using Tangent Images
Figure 4 for 360° Optical Flow using Tangent Images
Viaarxiv icon

360MonoDepth: High-Resolution 360° Monocular Depth Estimation

Nov 30, 2021
Manuel Rey-Area, Mingze Yuan, Christian Richardt

Figure 1 for 360MonoDepth: High-Resolution 360° Monocular Depth Estimation
Figure 2 for 360MonoDepth: High-Resolution 360° Monocular Depth Estimation
Figure 3 for 360MonoDepth: High-Resolution 360° Monocular Depth Estimation
Figure 4 for 360MonoDepth: High-Resolution 360° Monocular Depth Estimation
Viaarxiv icon