Publications

2016
Fan Zhang, Yang Song, Weidong Cai, Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J Fulham, and David Dagan Feng. 2016. “Pairwise latent semantic association for similarity computation in medical imaging.” IEEE transactions on Biomedical Engineering, 63, 5, Pp. 1058–1069. Publisher's Version
Sidong Liu, Yang Song, Fan Zhang, Dagan Feng, Michael Fulham, and Weidong Cai. 2016. “Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation.” In International Conference on Brain and Health Informatics, Pp. 285–294. Springer. Publisher's Version
BIH 2016 Best Paper Award; Oral Talk
Zhenrui Chen, Yanmei Tie, Olutayo Olubiyi, Fan Zhang, Alireza Mehrtash, Laura Rigolo, Pegah Kahali, Isaiah Norton, Ofer Pasternak, Yogesh Rathi, Lauren J. O'Donnell, and Alexandra J. Golby. 2016. “Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography.” International journal of computer assisted radiology and surgery, 11, 8, Pp. 1475–1486. Publisher's Version
Yang Song, Weidong Cat, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, and Mei Chen. 2016. “Texture analysis of tissue aging using global and cluster constrained local coding.” In International Symposium on Biomedical Imaging (ISBI), Pp. 1229–1232. IEEE. Publisher's Version
2015
Fan Zhang, Weidong Cai, Yang Song, Paul Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, and Dagan Feng. 2015. “Beating cilia identification in fluorescence microscope images for accurate CBF measurement.” In IEEE International Conference on Image Processing (ICIP), Pp. 4496–4500. IEEE. Publisher's Version
Fan Zhang, Yang Song, Siqi Liu, Paul Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Sidong Liu, David Dagan Feng, and Weidong Cai. 2015. “Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation.” In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Pp. 300–307. Springer. Publisher's Version
MICCAI Student Travel Award
Fan Zhang, Yang Song, Weidong Cai, Alexander G Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, and Mei Chen. 2015. “Ranking-based vocabulary pruning in bag-of-features for image retrieval.” In Australasian Conference on Artificial Life and Computational Intelligence, Pp. 436–445. Springer. Publisher's Version
Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, and Henning Muller. 2015. “USYD/HES-SO in the VISCERAL Retrieval Benchmark.” In Multimodal Retrieval in the Medical Domain, Pp. 139–143. Springer. Publisher's Version
Oral Talk
Yang Song, Weidong Cai, Fan Zhang, Heng Huang, Yun Zhou, and David Dagan Feng. 2015. “Bone texture characterization with fisher encoding of local descriptors.” In International Symposium on Biomedical Imaging (ISBI), Pp. 5–8. IEEE. Publisher's Version
Siqi Liu, Nur Hadi, Sidong Liu, Sonia Pujol, Ron Kikinis, Fan Zhang, Dagan Feng, and Weidong Cai. 2015. “Content-based retrieval of brain diffusion magnetic resonance image.” In Multimodal retrieval in the medical domain, Pp. 54–60. Springer. Publisher's Version
Oral Talk
Yang Song, Weidong Cai, Qing Li, Fan Zhang, David Dagan Feng, and Heng Huang. 2015. “Fusing subcategory probabilities for texture classification.” In Conference on Computer Vision and Pattern Recognition (CVPR), Pp. 4409–4417. Publisher's Version
Yang Song, Weidong Cai, Fan Zhang, Heng Huang, Yun Zhou, Dagan Feng, and Michael J Fulham. 2015. “Latent Discriminative Modeling for Lesion Detection in PET-CT Images.” In Computational Methods for Molecular Imaging (CMMI), Pp. n/a. Springer.
Siqi Liu, Sidong Liu, Fan Zhang, Weidong Cai, Sonia Pujol, Ron Kikinis, and Dagan Feng. 2015. “Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?” In International Symposium on Biomedical Imaging (ISBI), Pp. 588–591. IEEE. Publisher's Version
Sidong Liu, Weidong Cai, Siqi Liu, Fan Zhang, Michael Fulham, Dagan Feng, Sonia Pujol, and Ron Kikinis. 2015. “Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders.” Brain informatics, 2, 3, Pp. 167–180. Publisher's Version
Sidong Liu, Weidong Cai, Siqi Liu, Fan Zhang, Michael Fulham, Dagan Feng, Sonia Pujol, and Ron Kikinis. 2015. “Multimodal neuroimaging computing: the workflows, methods, and platforms.” Brain informatics, 2, 3, Pp. 181–195. Publisher's Version
2014
Fan Zhang, Weidong Cai, Yang Song, Paul Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, and Dagan Feng. 2014. “Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases.” In International Symposium on Biomedical Imaging (ISBI), Pp. 193–196. IEEE. Publisher's Version
Fan Zhang, Yang Song, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, and Weidong Cai. 2014. “Latent semantic association for medical image retrieval.” In International Conference on Digital lmage Computing: Techniques and Applications (DICTA), Pp. 50-55. IEEE. Publisher's Version
Oral Talk
Fan Zhang, Yang Song, Weidong Cai, Min-Zhao Lee, Yun Zhou, Heng Huang, Shimin Shan, Michael J Fulham, and Dagan D Feng. 2014. “Lung nodule classification with multilevel patch-based context analysis.” IEEE Transactions on Biomedical Engineering, 61, 4, Pp. 1155–1166. Publisher's Version
Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Michael Fulham, Stefan Eberl, Shimin Shan, and Dagan Feng. 2014. “A ranking-based lung nodule image classification method using unlabeled image knowledge.” In IEEE International Symposium on Biomedical Imaging (ISBI), Pp. 1356–1359. IEEE. Publisher's Version
Oral Talk
Weidong Cai, Fan Zhang, Yang Song, Sidong Liu, Lingfeng Wen, Stefan Eberl, Michael Fulham, and Dagan Feng. 2014. “Automated feedback extraction for medical imaging retrieval.” In International Symposium on Biomedical Imaging (ISBI), Pp. 907–910. IEEE. Publisher's Version

Pages