Yushan Zheng

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 46

Top Topics

Weakly Supervised

Convolutional Neural Network

Histopathology Images

Image Retrieval

Top Venues

Comput. Methods Programs Biomed.

IEEE J. Biomed. Health Informatics

Publications

Tong Shu, Jun Shi, Dongdong Sun, Zhiguo Jiang, Yushan Zheng
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification. CoRR (2024)
Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal. CoRR (2024)
Kun Wu, Zhiguo Jiang, Kunming Tang, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder. CoRR (2024)
Dingyi Hu, Zhiguo Jiang, Jun Shi, Fengying Xie, Kun Wu, Kunming Tang, Ming Cao, Jianguo Huai, Yushan Zheng
Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrieval. Medical Image Anal. 95 (2024)
Jun Shi, Tong Shu, Kun Wu, Zhiguo Jiang, Liping Zheng, Wei Wang, Haibo Wu, Yushan Zheng
Masked hypergraph learning for weakly supervised histopathology whole slide image classification. Comput. Methods Programs Biomed. 253 (2024)
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Jianguo Huai, Ming Cao, Zhiguo Jiang
Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis. IEEE Trans. Medical Imaging 42 (9) (2023)
Kun Wu, Yushan Zheng, Jun Shi, Fengying Xie, Zhiguo Jiang
Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning. MICCAI (6) (2023)
Tong Shu, Jun Shi, Yushan Zheng, Zhiguo Jiang, Lanlan Yu
A Key-Points Based Anchor-Free Cervical Cell Detector. EMBC (2023)
Jiahui Chen, Hang Xiao, Yushan Zheng, Mohammad Mehedi Hassan, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things. Internet Things 23 (2023)
Jun Shi, Xinyu Zhu, Yuan Zhang, Yushan Zheng, Zhiguo Jiang, Liping Zheng
Cervical Cell Classification Using Multi-Scale Feature Fusion and Channel-Wise Cross-Attention. ISBI (2023)
Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. CoRR (2022)
Yilan Zhang, Fengying Xie, Xuedong Song, Yushan Zheng, Jie Liu, Juncheng Wang
Dermoscopic image retrieval based on rotation-invariance deep hashing. Medical Image Anal. 77 (2022)
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification. CoRR (2022)
Jun Shi, Kun Wu, Yushan Zheng, Yuxin He, Jun Li, Zhiguo Jiang, Lanlan Yu
Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI Analysis. ISBI (2022)
Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. MICCAI (2) (2022)
Dingyi Hu, Fengying Xie, Zhiguo Jiang, Yushan Zheng, Jun Shi
Histopathology Cross-Modal Retrieval based on Dual-Transformer Network. BIBE (2022)
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification. MICCAI (2) (2022)
Yushan Zheng, Zhiguo Jiang, Jun Shi, Fengying Xie, Haopeng Zhang, Wei Luo, Dingyi Hu, Shujiao Sun, Zhongmin Jiang, Chenghai Xue
Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval. Medical Image Anal. 76 (2022)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, Chenghai Xue
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions. CoRR (2021)
Yiming Li, Shan Liu, Yu Chen, Yushan Zheng, Sijia Chen, Bin Zhu, Jian Lou
An Optimized H.266/VVC Software Decoder On Mobile Platform. PCS (2021)
Yushan Zheng, Zhiguo Jiang, Fengying Xie, Jun Shi, Haopeng Zhang, Jianguo Huai, Ming Cao, Xiaomiao Yang
Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval. IEEE Trans. Medical Imaging 40 (3) (2021)
Wei Luo, Yushan Zheng, Dingyi Hu, Jun Li, Chenghai Xue, Zhiguo Jiang
Frequency-Based Convolutional Neural Network for Efficient Segmentation of Histopathology Whole Slide Images. ICIG (2) (2021)
Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Hong Zhao, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-cheng Chen, Ching-wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Li Yu, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Yiguang Yang, Juncheng Wang, Fengying Xie, Jie Liu, Chang Shu, Yukun Wang, Yushan Zheng, Haopeng Zhang
A convolutional neural network trained with dermoscopic images of psoriasis performed on par with 230 dermatologists. Comput. Biol. Medicine 139 (2021)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Dingyi Hu, Shujiao Sun, Jun Shi, Chenghai Xue
Stain Standardization Capsule for Application-Driven Histopathological Image Normalization. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Jun Shi, Ruoyu Wang, Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Lanlan Yu
Cervical cell classification with graph convolutional network. Comput. Methods Programs Biomed. 198 (2021)
Yiming Li, Shan Liu, Yu Chen, Yushan Zheng, Sijia Chen, Bin Zhu, Jian Lou
An Optimized H.266/VVC Software Decoder On Mobile Platform. CoRR (2021)
Dingyi Hu, Yushan Zheng, Haopeng Zhang, Shujiao Sun, Fengying Xie, Jun Shi, Zhiguo Jiang
Informative Retrieval Framework for Histopathology Whole Slides Images Based on Deep Hashing Network. ISBI (2020)
Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Yang Li, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-cheng Chen, Ching-wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Xiangjun Feng, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images - the ACDC@LungHP Challenge 2019. CoRR (2020)
Fengying Xie, Jiawen Yang, Jie Liu, Zhiguo Jiang, Yushan Zheng, Yukun Wang
Skin lesion segmentation using high-resolution convolutional neural network. Comput. Methods Programs Biomed. 186 (2020)
Jun Liang, Zhongliang Jing, Qiang Feng, Yushan Zheng, Long Li
Synthesis and Measurement of a Circular-Polarized Deflection OAM Vortex Beam With Sidelobe Suppression Array. IEEE Access 8 (2020)
Xiaozhong Xu, Shitao Wang, Yu Chen, Yiming Li, Qing Zhang, Yushan Zheng, Shan Liu
An Optimized Video Encoder Implementation with Screen Content Coding Tools. VCIP (2020)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi
Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation. MICCAI (5) (2020)
Shujiao Sun, Huining Yuan, Yushan Zheng, Haopeng Zhang, Zhiguo Jiang
Cancer Sensitive Cascaded Networks (CSC-Net) for Efficient Histopathology Whole Slide Image Segmentation. ISBI (2020)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, Chenghai Xue
Adaptive color deconvolution for histological WSI normalization. Comput. Methods Programs Biomed. 170 (2019)
Shujiao Sun, Bonan Jiang, Yushan Zheng, Fengying Xie
A Comparative Study of CNN and FCN for Histopathology Whole Slide Image Analysis. ICIG (2) (2019)
Yushan Zheng, Bonan Jiang, Jun Shi, Haopeng Zhang, Fengying Xie
Encoding Histopathological WSIs Using GNN for Scalable Diagnostically Relevant Regions Retrieval. MICCAI (1) (2019)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yibing Ma, Huaqiang Shi, Yu Zhao
Histopathological Whole Slide Image Analysis Using Context-Based CBIR. IEEE Trans. Medical Imaging 37 (7) (2018)
Yushan Zheng, Peng Xu, Jun Sun, Zongming Guo
Gradient Based Interpolation for Intra Angular Prediction in HEVC. ISCAS (2018)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yibing Ma, Huaqiang Shi, Yu Zhao
Size-Scalable Content-Based Histopathological Image Retrieval From Database That Consists of WSIs. IEEE J. Biomed. Health Informatics 22 (4) (2018)
Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi, Yu Zhao, Jun Shi
Generating region proposals for histopathological whole slide image retrieval. Comput. Methods Programs Biomed. 159 (2018)
Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi, Yu Zhao
Breast Histopathological Image Retrieval Based on Latent Dirichlet Allocation. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Yushan Zheng, Zhiguo Jiang, Yibing Ma, Haopeng Zhang, Fengying Xie, Huaqiang Shi, Yu Zhao
Content-based histopathological image retrieval for whole slide image database using binary codes. Medical Imaging: Digital Pathology (2017)
Yushan Zheng, Zhiguo Jiang, Fengying Xie, Haopeng Zhang, Yibing Ma, Huaqiang Shi, Yu Zhao
Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classification. Pattern Recognit. 71 (2017)
Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi
Proposing regions from histopathological whole slide image for retrieval using Selective Search. ISBI (2017)
Yushan Zheng, Nan Shang, Pierre S. Haddad, Mohamad Sawan
A Microsystem for Magnetic Immunoassay Based on Planar Microcoil Array. IEEE Trans. Biomed. Circuits Syst. 10 (2) (2016)
Yushan Zheng, Mohamad Sawan
A microsystem for magnetic immunoassay towards protein toxins detection. ISCAS (2014)
Yushan Zheng, Zhiguo Jiang, Jun Shi, Yibing Ma
Retrieval of pathology image for breast cancer using PLSA model based on texture and pathological features. ICIP (2014)
Yushan Zheng, Zhiguo Jiang, Jun Shi, Yibing Ma
Pathology Image Retrieval by Block LBP Based pLSA Model with Low-Rank and Sparse Matrix Decomposition. IGTA (2014)
Yushan Zheng, Cyril Jacquemod, Mohamad Sawan
A portable lab-on-chip platform for magnetic beads density measuring. ISCAS (2013)
Yushan Zheng, Sara Bekhiche, Mohamad Sawan
Planar microcoils array applied to magnetic beads based lab-on-chip for high throughput applications. ISCAS (2011)
Yushan Zheng, Zhen Qi, You-Jun Ding
The algorithm of fingerprint enhancement base on dynamic direction field. ISKE (2008)