Home  |  Team  |  Research  |  Publications  |  Projects

Radiology Image Interpretation for Disease Identification

Location-Aware Encoding for Lesion Detection in 68Ga-DOTATATE Positron Emission Tomography Images
Fuyong Xing, Michael Silosky, Debashis Ghosh, Bennett B. Chin
IEEE Transactions on Biomedical Engineering, vol. 71, no. 1, pp. 247 - 257, 2024 [Codes]

Cluster Activation Mapping with Application to Computed Tomography Scans of the Lung
Sarah M. Ryan, Nichole E. Carlson, Harris Butler, Tasha E. Fingerlin, Lisa A. Maier, Fuyong Xing
Journal of Medical Imaging, vol. 9, no. 2, 026001, 2022 [Codes]

Automated Liver Lesion Detection in 68Ga DOTATATE PET/CT Using a Deep Fully Convolutional Neural Network
Jonathan Wehrend, Michael Silosky, Fuyong Xing, Bennett B. Chin
EJNMMI Research, 11:98, 2021


Object Detection in Digital Pathology and Microscopy Images

Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images
Fuyong Xing, Toby C. Cornish, Tellen D. Bennett, Debashis Ghosh, IEEE Transactions on Medical Imaging, vol. 40, no 12, pp. 2880-2896, 2021

An Automatic Learning-Based Framework for Robust Nucleus Segmentation
Fuyong Xing, Yuanpu Xie, Lin Yang
IEEE Transactions on Medical Imaging, vol. 35, no. 2, pp. 550-566, 2016

Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network
Yuanpu Xie, Fuyong Xing, Xiangfei Kong, Hai Su, Lin Yang
The 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 9351, pp. 358-365, 2015


High-throughput Image Segmentation

Transfer Shape Modeling Towards High-throughput Microscopy Image Segmentation
Fuyong Xing, Xiaoshuang Shi, Zizhao Zhang, Jinzheng Cai, Yuanpu Xie, Lin Yang
The 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 9902, pp. 183-190, 2016

Fast Cell Segmentation Using Scalable Sparse Manifold Learning and Affine Transform-approximated Active Contour
Fuyong Xing, Lin Yang
The 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 9351, pp. 332-339, 2015

Robust Segmentation of Overlapping Cells in Histopathology Specimens Using Parallel Seed Detection and Repulsive Level Set
Xin Qi, Fuyong Xing, David J. Foran, Lin Yang
IEEE Transactions on Biomedical Engineering, vol. 59, no. 3, pp. 754-765, 2012


Scalable Image Mining

Supervised Graph Hashing for Histopathology Image Retrieval and Classification
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Yuanpu Xie, Hai Su, Lin Yang
Medical Image Analysis, vol. 22, pp. 117-128, 2017

Parallel Content Based Sub-Image Retrieval Using Hierarchical Searching
Lin Yang, Xin Qi, Fuyong Xing, Tahsin Kurc, Joel Saltz, David J. Foran
Bioinformatics, vol. 30, no. 7, pp. 996-1002, 2014

Parallel Content-based Sub-image Retrieval
Fuyong Xing, Xin Qi, David J. Foran, Tahsin Kurc, Joel Saltz, Lin Yang
Data- and Compute-Intensive Clinical and Translational Imaging Applications Workshop in conjunction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention (DCICTIA-MICCAI), pp. 61-70, Nice, France, 2012


Image Biomarker Extraction

Pixel-to-Pixel Learning with Weak Supervision for Single-stage Nucleus Recognition in Ki67 Images
Fuyong Xing, Toby C. Cornish, Tell Bennett, Debashis Ghosh, Lin Yang
IEEE Transactions on Biomedical Engineering, vol. 66, no. 11, pp. 3088-3097, 2019 [Codes]

Automatic Ki-67 Counting Using Robust Cell Detection and Online Dictionary Learning
Fuyong Xing, Hai Su, Janna Neltner, Lin Yang
IEEE Transactions on Biomedical Engineering, vol. 61, no. 3, pp. 859-870, 2014

An Integrated Framework for Automatic Ki-67 Scoring in Pancreatic Neuroendocrine Tumor
Fuyong Xing, Hai Su, Lin Yang
The 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 8149, pp. 436-443, 2013



Home  |  Team  |  Research  |  Publications  |  Projects