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Sidong Liu
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Publications
- 2018
- [c30]Chaoyi Zhang, Yang Song, Sidong Liu, Scott Lill, Chenyu Wang, Zihao Tang, Yuyi You, Yang Gao, Alexander Klistorner, Michael Barnett, Weidong Cai:
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. DICTA 2018: 1-8 - [c29]Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai:
Whole Slide Image Classification via Iterative Patch Labelling. ICIP 2018: 1408-1412 - [c28]Yang Song, Hang Chang, Yang Gao, Sidong Liu, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai:
Feature learning with component selective encoding for histopathology image classification. ISBI 2018: 257-260 - [c27]Zihao Tang, Chenyu Wang, Phu Hoang, Sidong Liu, Weidong Cai, Domenic Soligo, Ruth Oliver, Michael Barnett, Ché Fornusek:
Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images. DATRA/PIPPI@MICCAI 2018: 14-21 - 2016
- [j7]Fan Zhang, Yang Song, Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Sonia Pujol, Ron Kikinis, Michael J. Fulham, David Dagan Feng, Mei Chen:
Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing 177: 75-88 (2016) - [j6]Siqi Liu, Donghao Zhang, Sidong Liu, Dagan Feng, Hanchuan Peng, Weidong Cai:
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking. Neuroinformatics 14(4): 387-401 (2016) - [j5]Fan Zhang, Yang Song, Weidong Cai, Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J. Fulham, David Dagan Feng:
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Trans. Biomed. Eng. 63(5): 1058-1069 (2016) - [c26]Sidong Liu, Yang Song, Fan Zhang, Dagan Feng, Michael J. Fulham, Tom Weidong Cai:
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. BIH 2016: 285-294 - [c25]Donghao Zhang, Siqi Liu, Sidong Liu, Dagan Feng, Hanchuan Peng, Weidong Cai:
Reconstruction of 3D neuron morphology using Rivulet back-tracking. ISBI 2016: 598-601 - [c24]Yutong Xie, Jianpeng Zhang, Sidong Liu, Weidong Cai, Yong Xia:
Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features. MCV/BAMBI@MICCAI 2016: 116-125 - 2015
- [j4]Sidong Liu, Weidong Cai, Siqi Liu, Fan Zhang, Michael J. Fulham, Dagan Feng, Sonia Pujol, Ron Kikinis:
Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders. Brain Informatics 2(3): 167-180 (2015) - [j3]Sidong Liu, Weidong Cai, Siqi Liu, Fan Zhang, Michael J. Fulham, Dagan Feng, Sonia Pujol, Ron Kikinis:
Multimodal neuroimaging computing: the workflows, methods, and platforms. Brain Informatics 2(3): 181-195 (2015) - [j2]Siqi Liu, Sidong Liu, Weidong Cai, Hangyu Che, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael J. Fulham:
Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease. IEEE Trans. Biomed. Eng. 62(4): 1132-1140 (2015) - [c23]Siqi Liu, Sidong Liu, Tom Weidong Cai, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis. ACALCI 2015: 350-359 - [c22]Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, Mei Chen:
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI 2015: 436-445 - [c21]Siqi Liu, Nur Hadi, Sidong Liu, Sonia Pujol, Ron Kikinis, Fan Zhang, Dagan Feng, Weidong Cai:
Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image. MRDM@ECIR 2015: 54-60 - [c20]Sidong Liu, Tom Weidong Cai, Siqi Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Subject-centered multi-view feature fusion for neuroimaging retrieval and classification. ICIP 2015: 2505-2509 - [c19]Siqi Liu, Sidong Liu, Fan Zhang, Tom Weidong Cai, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes? ISBI 2015: 588-591 - [c18]Fan Zhang, Yang Song, Siqi Liu, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Sidong Liu, David Dagan Feng, Tom Weidong Cai:
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. MICCAI (3) 2015: 300-307 - [i1]Siqi Liu, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael J. Fulham, Weidong Cai:
Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging. CoRR abs/1508.05683 (2015) - 2014
- [j1]Sidong Liu, Weidong Cai, Lingfeng Wen, David Dagan Feng, Sonia Pujol, Ron Kikinis, Michael J. Fulham, Stefan Eberl:
Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization. Comput. Medical Imaging Graph. 38(6): 436-444 (2014) - [c17]Fan Zhang, Yang Song, Sidong Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai:
Latent Semantic Association for Medical Image Retrieval. DICTA 2014: 1-6 - [c16]Gillian Ng, Yang Song, Weidong Cai, Yun Zhou, Sidong Liu, David Dagan Feng:
Hierarchical and binary spatial descriptors for lung nodule image retrieval. EMBC 2014: 6463-6466 - [c15]Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Weidong Cai:
Propagation graph fusion for multi-modal medical content-based retrieval. ICARCV 2014: 849-854 - [c14]Weidong Cai, Fan Zhang, Yang Song, Sidong Liu, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, Dagan Feng:
Automated feedback extraction for medical imaging retrieval. ISBI 2014: 907-910 - [c13]Hangyu Che, Sidong Liu, Weidong Cai, Sonia Pujol, Ron Kikinis, Dagan Feng:
Co-neighbor multi-view spectral embedding for medical content-based retrieval. ISBI 2014: 911-914 - [c12]Siqi Liu, Sidong Liu, Weidong Cai, Sonia Pujol, Ron Kikinis, Dagan Feng:
Early diagnosis of Alzheimer's disease with deep learning. ISBI 2014: 1015-1018 - 2013
- [c11]Sidong Liu, Weidong Cai, Yang Song, Sonia Pujol, Ron Kikinis, Lingfeng Wen, David Dagan Feng:
Localized Sparse Code Gradient in Alzheimer's disease staging. EMBC 2013: 5398-5401 - [c10]Sidong Liu, Lelin Zhang, Weidong Cai, Yang Song, Zhiyong Wang, Lingfeng Wen, David Dagan Feng:
A supervised multiview spectral embedding method for neuroimaging classification. ICIP 2013: 601-605 - [c9]Lelin Zhang, Sidong Liu, Zhiyong Wang, Weidong Cai, Yang Song, David Dagan Feng:
Graph cuts based relevance feedback in image retrieval. ICIP 2013: 4358-4362 - [c8]Sidong Liu, Weidong Cai, Lingfeng Wen, Dagan Feng:
Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval. ISBI 2013: 202-205 - [c7]Sidong Liu, Weidong Cai, Lingfeng Wen, Dagan Feng:
Neuroimaging biomarker based prediction of Alzheimer'S disease severity with optimized graph construction. ISBI 2013: 1336-1339 - [c6]Sidong Liu, Yang Song, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng:
Multifold Bayesian Kernelization in Alzheimer's Diagnosis. MICCAI (2) 2013: 303-310 - 2012
- [c5]Sidong Liu, Weidong Cai, Lingfeng Wen, David Dagan Feng:
Multiscale and multiorientation feature extraction with degenerative patterns for 3D neuroimaging retrieval. ICIP 2012: 1249-1252 - 2011
- [c4]Sidong Liu, Weidong Cai, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval. EMBC 2011: 7009-7012 - [c3]Sidong Liu, Weidong Cai, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Localized functional neuroimaging retrieval using 3D discrete curvelet transform. ISBI 2011: 1877-1880 - 2010
- [c2]Sidong Liu, Lei Jing, Weidong Cai, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Localized multiscale texture based retrieval of neurological image. CBMS 2010: 243-248 - [c1]Weidong Cai, Sidong Liu, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
3D neurological image retrieval with localized pathology-centric CMRGlc patterns. ICIP 2010: 3201-3204
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