Fuyong Xing

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 52

Top Topics

Microscopy Images

Image Retrieval

Convolutional Neural Network

Top Venues

Medical Image Anal.

Publications

Fuyong Xing, Michael Silosky, Debashis Ghosh, Bennett B. Chin
Location-Aware Encoding for Lesion Detection in $^{68}$Ga-DOTATATE Positron Emission Tomography Images. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Xinyi Yang, Bennett B. Chin, Michael Silosky, Jonathan Wehrend, Daniel Litwiller, Debashis Ghosh, Fuyong Xing
Learning Without Real Data Annotations to Detect Hepatic Lesions in PET Images. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Jiawei Liu, Fuyong Xing, Abbas Shaikh, Brooke French, Marius George Linguraru, Antonio R. Porras
Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. IEEE Trans. Medical Imaging 42 (10) (2023)
Fuyong Xing, Xinyi Yang, Toby C. Cornish, Debashis Ghosh
Learning with limited target data to detect cells in cross-modality images. Medical Image Anal. 90 (2023)
Mansooreh Ahmadian, Christian Rickert, Angela Minic, Julia Wrobel, Benjamin G. Bitler, Fuyong Xing, Michael Angelo, Elena W. Y. Hsieh, Debashis Ghosh, Kimberly R. Jordan
A platform-independent framework for phenotyping of multiplex tissue imaging data. PLoS Comput. Biol. 19 (9) (2023)
Xinyi Yang, Bennett Chin, Michael Silosky, Daniel Litwiller, Debashis Ghosh, Fuyong Xing
Learning with Synthesized Data for Generalizable Lesion Detection in Real PET Images. MICCAI (5) (2023)
Fuyong Xing, Toby C. Cornish
Low-Resource Adversarial Domain Adaptation for Cross-modality Nucleus Detection. MICCAI (8) (2022)
Jiawei Liu, Fuyong Xing, Abbas Shaikh, Marius George Linguraru, Antonio R. Porras
Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. MICCAI (8) (2022)
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Pingjun Chen, Yun Liang, Zhiyong Lu, Zhenhua Guo
Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks. IEEE Trans. Image Process. 30 (2021)
Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Yun Liang, Xiaofeng Zhu
Self-paced Resistance Learning against Overfitting on Noisy Labels. CoRR (2021)
Fuyong Xing, Toby C. Cornish, Tellen D. Bennett, Debashis Ghosh
Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images. IEEE Trans. Medical Imaging 40 (10) (2021)
Xiaoshuang Shi, Fuyong Xing, Zizhao Zhang, Manish Sapkota, Zhenhua Guo, Lin Yang
A Scalable Optimization Mechanism for Pairwise Based Discrete Hashing. IEEE Trans. Image Process. 30 (2021)
Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, Zizhao Zhang, Lei Cui, Lin Yang
Loss-Based Attention for Deep Multiple Instance Learning. AAAI (2020)
Xiaoshuang Shi, Hai Su, Fuyong Xing, Yun Liang, Gang Qu, Lin Yang
Graph temporal ensembling based semi-supervised convolutional neural network with noisy labels for histopathology image analysis. Medical Image Anal. 60 (2020)
Tian Bai, Jiayu Xu, Fuyong Xing
Multi-field of View Aggregation and Context Encoding for Single-Stage Nucleus Recognition. MICCAI (5) (2020)
Tian Bai, Chunyu Wang, Ye Wang, Lan Huang, Fuyong Xing
A novel deep learning method for extracting unspecific biomedical relation. Concurr. Comput. Pract. Exp. 32 (1) (2020)
Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Yun Liang, Lin Yang
Anchor-Based Self-Ensembling for Semi-Supervised Deep Pairwise Hashing. Int. J. Comput. Vis. 128 (8) (2020)
Sarah Ryan, Nichole Carlson, Harris Butler, Tasha Fingerlin, Lisa Maier, Fuyong Xing
Cluster Activation Mapping with Applications to Medical Imaging. CoRR (2020)
Xiaoshuang Shi, Fuyong Xing, Zhenhua Guo, Hai Su, Fujun Liu, Lin Yang
Structured orthogonal matching pursuit for feature selection. Neurocomputing 349 (2019)
Manish Sapkota, Xiaoshuang Shi, Fuyong Xing, Lin Yang
Deep Convolutional Hashing for Low-Dimensional Binary Embedding of Histopathological Images. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Fuyong Xing, Toby C. Cornish, Tell Bennett, Debashis Ghosh, Lin Yang
Pixel-to-Pixel Learning With Weak Supervision for Single-Stage Nucleus Recognition in Ki67 Images. IEEE Trans. Biomed. Eng. 66 (11) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (6) (2019)
Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang, Lin Yang
Correction to: Towards pixel-to-pixel deep nucleus detection in microscopy images. BMC Bioinform. 20 (1) (2019)
Fuyong Xing, Tell Bennett, Debashis Ghosh
Adversarial Domain Adaptation and Pseudo-Labeling for Cross-Modality Microscopy Image Quantification. MICCAI (1) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (8) (2019)
Jinzheng Cai, Fuyong Xing, Abhinandan Batra, Fujun Liu, Glenn A. Walter, Krista Vandenborne, Lin Yang
Texture analysis for muscular dystrophy classification in MRI with improved class activation mapping. Pattern Recognit. 86 (2019)
Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang, Lin Yang
Towards pixel-to-pixel deep nucleus detection in microscopy images. BMC Bioinform. 20 (1) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jaspreet Singh Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (5) (2019)
Jinzheng Cai, Le Lu, Fuyong Xing, Lin Yang
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning. CoRR (2018)
Manish Sapkota, Fujun Liu, Yuanpu Xie, Hai Su, Fuyong Xing, Lin Yang
AIIMDs: An Integrated Framework of Automatic Idiopathic Inflammatory Myopathy Diagnosis for Muscle. IEEE J. Biomed. Health Informatics 22 (3) (2018)
Xiaoshuang Shi, Manish Sapkota, Fuyong Xing, Fujun Liu, Lei Cui, Lin Yang
Pairwise based deep ranking hashing for histopathology image classification and retrieval. Pattern Recognit. 81 (2018)
Yuanpu Xie, Fuyong Xing, Xiaoshuang Shi, Xiangfei Kong, Hai Su, Lin Yang
Efficient and robust cell detection: A structured regression approach. Medical Image Anal. 44 (2018)
Fuyong Xing, Yuanpu Xie, Hai Su, Fujun Liu, Lin Yang
Deep Learning in Microscopy Image Analysis: A Survey. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Jinzheng Cai, Lin Yang
Self-learning for face clustering. Pattern Recognit. 79 (2018)
Xiaoshuang Shi, Fuyong Xing, Zizhao Zhang, Manish Sapkota, Zhenhua Guo, Lin Yang
A Scalable Optimization Mechanism for Pairwise based Discrete Hashing. CoRR (2018)
Zizhao Zhang, Fuyong Xing, Hanzi Wang, Yan Yan, Ying Huang, Xiaoshuang Shi, Lin Yang
Revisiting graph construction for fast image segmentation. Pattern Recognit. 78 (2018)
Zizhao Zhang, Fuyong Xing, Hai Su, Xiaoshuang Shi, Lin Yang
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection. CoRR (2017)
Jinzheng Cai, Le Lu, Yuanpu Xie, Fuyong Xing, Lin Yang
Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. MICCAI (3) (2017)
Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network. CoRR (2017)
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Yuanpu Xie, Hai Su, Lin Yang
Supervised graph hashing for histopathology image retrieval and classification. Medical Image Anal. 42 (2017)
Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network. CVPR (2017)
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang
Asymmetric Discrete Graph Hashing. AAAI (2017)
Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang
Revisiting Graph Construction for Fast Image Segmentation. CoRR (2017)
Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, Hai Su, Lin Yang
Cell Encoding for Histopathology Image Classification. MICCAI (2) (2017)
Jinzheng Cai, Le Lu, Yuanpu Xie, Fuyong Xing, Lin Yang
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function. CoRR (2017)
Xiaoshuang Shi, Fuyong Xing, Jinzheng Cai, Zizhao Zhang, Yuanpu Xie, Lin Yang
Kernel-Based Supervised Discrete Hashing for Image Retrieval. ECCV (7) (2016)
Jinzheng Cai, Le Lu, Zizhao Zhang, Fuyong Xing, Lin Yang, Qian Yin
Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. MICCAI (2) (2016)
Hai Su, Fuyong Xing, Lin Yang
Robust Cell Detection of Histopathological Brain Tumor Images Using Sparse Reconstruction and Adaptive Dictionary Selection. IEEE Trans. Medical Imaging 35 (6) (2016)
Fuyong Xing, Yuanpu Xie, Lin Yang
An Automatic Learning-Based Framework for Robust Nucleus Segmentation. IEEE Trans. Medical Imaging 35 (2) (2016)
Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang
SemiContour: A Semi-supervised Learning Approach for Contour Detection. CoRR (2016)
Fuyong Xing, Xiaoshuang Shi, Zizhao Zhang, Jinzheng Cai, Yuanpu Xie, Lin Yang
Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation. MICCAI (3) (2016)
Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang
SemiContour: A Semi-Supervised Learning Approach for Contour Detection. CVPR (2016)
Yuanpu Xie, Fuyong Xing, Xiangfei Kong, Hai Su, Lin Yang
Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network. MICCAI (3) (2015)
Fujun Liu, Fuyong Xing, Zizhao Zhang, Mason McGough, Lin Yang
Robust Muscle Cell Quantification Using Structured Edge Detection and Hierarchical Segmentation. MICCAI (3) (2015)
Xiaofan Zhang, Fuyong Xing, Hai Su, Lin Yang, Shaoting Zhang
High-throughput histopathological image analysis via robust cell segmentation and hashing. Medical Image Anal. 26 (1) (2015)
Hai Su, Fujun Liu, Yuanpu Xie, Fuyong Xing, Sreenivasan Meyyappan, Lin Yang
Region segmentation in histopathological breast cancer images using deep convolutional neural network. ISBI (2015)
Fuyong Xing, Lin Yang
Fast Cell Segmentation Using Scalable Sparse Manifold Learning and Affine Transform-Approximated Active Contour. MICCAI (3) (2015)
Manish Sapkota, Fuyong Xing, Hai Su, Lin Yang
Automatic muscle perimysium annotation using deep convolutional neural network. ISBI (2015)
Yuanpu Xie, Xiangfei Kong, Fuyong Xing, Fujun Liu, Hai Su, Lin Yang
Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images. MICCAI (3) (2015)
Hai Su, Yong Shen, Fuyong Xing, Xin Qi, Kim M. Hirshfield, Lin Yang, David J. Foran
Robust automatic breast cancer staging using a combination of functional genomics and image-omics. EMBC (2015)
Hai Su, Fuyong Xing, Xiangfei Kong, Yuanpu Xie, Shaoting Zhang, Lin Yang
Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders. MICCAI (3) (2015)
Fuyong Xing, Lin Yang
Unsupervised shape prior modeling for cell segmentation in neuroendocrine tumor. ISBI (2015)
Hongyuan Wang, Fuyong Xing, Hai Su, Arnold J. Stromberg, Lin Yang
Novel image markers for non-small cell lung cancer classification and survival prediction. BMC Bioinform. 15 (2014)
Fujun Liu, Fuyong Xing, Hai Su, Lin Yang
Touching adipocyte cells decomposition using combinatorial optimization. ISBI (2014)
Fujun Liu, Fuyong Xing, Lin Yang
Robust muscle cell segmentation using region selection with dynamic programming. ISBI (2014)
Xin Qi, Daihou Wang, Ivan Rodero, Javier Diaz Montes, Rebekah H. Gensure, Fuyong Xing, Hua Zhong, Lauri A. Goodell, Manish Parashar, David J. Foran, Lin Yang
Content-based histopathology image retrieval using CometCloud. BMC Bioinform. 15 (2014)
Lin Yang, Xin Qi, Fuyong Xing, Tahsin M. Kurç, Joel H. Saltz, David J. Foran
Parallel content-based sub-image retrieval using hierarchical searching. Bioinform. 30 (7) (2014)
Fuyong Xing, Hai Su, Janna Neltner, Lin Yang
Automatic Ki-67 Counting Using Robust Cell Detection and Online Dictionary Learning. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Hai Su, Fuyong Xing, Jonah D. Lee, Charlotte A. Peterson, Lin Yang
Automatic Myonuclear Detection in IsolatedSingle Muscle Fibers Using Robust EllipseFitting and Sparse Representation. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (4) (2014)
Fuyong Xing, Lin Yang
Robust cell segmentation for non-small cell lung cancer. ISBI (2013)
Fuyong Xing, Hai Su, Lin Yang
An Integrated Framework for Automatic Ki-67 Scoring in Pancreatic Neuroendocrine Tumor. MICCAI (1) (2013)
Fuyong Xing, Lin Yang
Robust Selection-Based Sparse Shape Model for Lung Cancer Image Segmentation. MICCAI (3) (2013)
Hai Su, Fuyong Xing, Jonah D. Lee, Charlotte A. Peterson, Lin Yang
Learning based automatic detection of myonuclei in isolated single skeletal muscle fibers using multi-focus image fusion. ISBI (2013)
Fuyong Xing, Baiyang Liu, Xin Qi, David J. Foran, Lin Yang
Digitized tissue microarray classification using sparse reconstruction. Medical Imaging: Image Processing (2012)
Xin Qi, Fuyong Xing, David J. Foran, Lin Yang
Robust Segmentation of Overlapping Cells in Histopathology Specimens Using Parallel Seed Detection and Repulsive Level Set. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Xin Qi, Fuyong Xing, David J. Foran, Lin Yang
Comparative performance analysis of stained histopathology specimens using RGB and multispectral imaging. Medical Imaging: Computer-Aided Diagnosis (2011)