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Journal Articles
- 2024
- [j20]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: 108237 (2024) - [j19]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: 103163 (2024) - 2023
- [j18]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: 100871 (2023) - [j17]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): 2726-2739 (2023) - 2022
- [j16]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: 102308 (2022) - [j15]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: 102301 (2022) - 2021
- [j14]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: 104924 (2021) - [j13]Jun Shi
, Ruoyu Wang, Yushan Zheng
, Zhiguo Jiang, Haopeng Zhang, Lanlan Yu:
Cervical cell classification with graph convolutional network. Comput. Methods Programs Biomed. 198: 105807 (2021) - [j12]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): 337-347 (2021) - [j11]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): 429-440 (2021) - [j10]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): 1090-1103 (2021) - 2020
- [j9]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: 89143-89151 (2020) - [j8]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: 105241 (2020) - 2019
- [j7]Yushan Zheng
, Zhiguo Jiang
, Haopeng Zhang, Fengying Xie
, Jun Shi
, Chenghai Xue:
Adaptive color deconvolution for histological WSI normalization. Comput. Methods Programs Biomed. 170: 107-120 (2019) - 2018
- [j6]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: 1-10 (2018) - [j5]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): 1278-1287 (2018) - [j4]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): 1641-1652 (2018) - 2017
- [j3]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: 14-25 (2017) - [j2]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): 1114-1123 (2017) - 2016
- [j1]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): 477-486 (2016)
Conference and Workshop Papers
- 2023
- [c24]Tong Shu
, Jun Shi, Yushan Zheng, Zhiguo Jiang, Lanlan Yu:
A Key-Points Based Anchor-Free Cervical Cell Detector. EMBC 2023: 1-5 - [c23]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: 1-5 - [c22]Kun Wu, Yushan Zheng, Jun Shi, Fengying Xie, Zhiguo Jiang:
Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning. MICCAI (6) 2023: 714-724 - 2022
- [c21]Dingyi Hu, Fengying Xie, Zhiguo Jiang, Yushan Zheng
, Jun Shi:
Histopathology Cross-Modal Retrieval based on Dual-Transformer Network. BIBE 2022: 97-102 - [c20]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: 1-5 - [c19]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: 273-282 - [c18]Yushan Zheng
, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang:
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification. MICCAI (2) 2022: 283-292 - 2021
- [c17]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: 584-596 - [c16]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: 1-5 - 2020
- [c15]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: 244-248 - [c14]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: 476-480 - [c13]Yushan Zheng
, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi
:
Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation. MICCAI (5) 2020: 459-469 - [c12]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: 306-309 - 2019
- [c11]Shujiao Sun, Bonan Jiang, Yushan Zheng
, Fengying Xie:
A Comparative Study of CNN and FCN for Histopathology Whole Slide Image Analysis. ICIG (2) 2019: 558-567 - [c10]Yushan Zheng
, Bonan Jiang, Jun Shi
, Haopeng Zhang, Fengying Xie:
Encoding Histopathological WSIs Using GNN for Scalable Diagnostically Relevant Regions Retrieval. MICCAI (1) 2019: 550-558 - 2018
- [c9]Yushan Zheng, Peng Xu, Jun Sun, Zongming Guo:
Gradient Based Interpolation for Intra Angular Prediction in HEVC. ISCAS 2018: 1-5 - 2017
- [c8]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: 156-159 - [c7]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: 1014013 - 2014
- [c6]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: 2304-2308 - [c5]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: 327-335 - [c4]Yushan Zheng, Mohamad Sawan:
A microsystem for magnetic immunoassay towards protein toxins detection. ISCAS 2014: 225-228 - 2013
- [c3]Yushan Zheng, Cyril Jacquemod, Mohamad Sawan:
A portable lab-on-chip platform for magnetic beads density measuring. ISCAS 2013: 1071-1074 - 2011
- [c2]Yushan Zheng, Sara Bekhiche, Mohamad Sawan:
Planar microcoils array applied to magnetic beads based lab-on-chip for high throughput applications. ISCAS 2011: 2345-2348 - 2008
- [c1]Yushan Zheng, Zhen Qi, You-Jun Ding:
The algorithm of fingerprint enhancement base on dynamic direction field. ISKE 2008: 1252-1255
Informal and Other Publications
- 2024
- [i8]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 abs/2407.07504 (2024) - [i7]Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng:
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal. CoRR abs/2407.08153 (2024) - [i6]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 abs/2407.08968 (2024) - 2022
- [i5]Jun Li, Yushan Zheng
, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang:
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. CoRR abs/2206.13115 (2022) - [i4]Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang:
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification. CoRR abs/2206.13156 (2022) - 2021
- [i3]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 abs/2103.03612 (2021) - [i2]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 abs/2104.07878 (2021) - 2020
- [i1]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 abs/2008.09352 (2020)
Coauthor Index
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