Alert button
Picture for Yuankai Huo

Yuankai Huo

Alert button

DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution

Oct 04, 2023
Ho Hin Lee, Quan Liu, Qi Yang, Xin Yu, Shunxing Bao, Yuankai Huo, Bennett A. Landman

Figure 1 for DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution
Figure 2 for DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution
Figure 3 for DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution
Figure 4 for DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution
Viaarxiv icon

Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization

Sep 17, 2023
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman

Figure 1 for Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization
Figure 2 for Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization
Figure 3 for Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization
Figure 4 for Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization
Viaarxiv icon

Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration

Sep 08, 2023
Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Shunxing Bao, Yuankai Huo, Bennett A. Landman

Figure 1 for Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
Figure 2 for Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
Figure 3 for Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
Figure 4 for Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
Viaarxiv icon

Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers

Sep 05, 2023
Muhao Liu, Chenyang Qi, Shunxing Bao, Quan Liu, Ruining Deng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

Figure 1 for Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers
Figure 2 for Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers
Figure 3 for Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers
Figure 4 for Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers
Viaarxiv icon

High-performance Data Management for Whole Slide Image Analysis in Digital Pathology

Aug 20, 2023
Haoju Leng, Ruining Deng, Shunxing Bao, Dazheng Fang, Bryan A. Millis, Yucheng Tang, Haichun Yang, Xiao Wang, Yifan Peng, Lipeng Wan, Yuankai Huo

Figure 1 for High-performance Data Management for Whole Slide Image Analysis in Digital Pathology
Figure 2 for High-performance Data Management for Whole Slide Image Analysis in Digital Pathology
Figure 3 for High-performance Data Management for Whole Slide Image Analysis in Digital Pathology
Figure 4 for High-performance Data Management for Whole Slide Image Analysis in Digital Pathology
Viaarxiv icon

Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures

Aug 20, 2023
Shunxing Bao, Sichen Zhu, Vasantha L Kolachala, Lucas W. Remedios, Yeonjoo Hwang, Yutong Sun, Ruining Deng, Can Cui, Yike Li, Jia Li, Joseph T. Roland, Qi Liu, Ken S. Lau, Subra Kugathasan, Peng Qiu, Keith T. Wilson, Lori A. Coburn, Bennett A. Landman, Yuankai Huo

Figure 1 for Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures
Figure 2 for Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures
Figure 3 for Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures
Figure 4 for Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures
Viaarxiv icon

Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation

Aug 17, 2023
Yilin Liu, Ruining Deng, Juming Xiong, Regina N Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, Yuankai Huo

Figure 1 for Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation
Figure 2 for Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation
Figure 3 for Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation
Figure 4 for Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation
Viaarxiv icon

Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis

Aug 11, 2023
Juming Xiong, Yilin Liu, Ruining Deng, Regina N Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, Yuankai Huo

Viaarxiv icon

Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology

Aug 10, 2023
Jiayuan Chen, Yu Wang, Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Yilin Liu, Jianyong Zhong, Agnes B. Fogo, Haichun Yang, Shilin Zhao, Yuankai Huo

Figure 1 for Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
Figure 2 for Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
Figure 3 for Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
Figure 4 for Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
Viaarxiv icon

Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning

Aug 10, 2023
Xueyuan Li, Ruining Deng, Yucheng Tang, Shunxing Bao, Haichun Yang, Yuankai Huo

Figure 1 for Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
Figure 2 for Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
Figure 3 for Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
Figure 4 for Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
Viaarxiv icon