Sidong Liu
TitleCited byYear
Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease
S Liu, S Liu, W Cai, H Che, S Pujol, R Kikinis, D Feng, MJ Fulham
IEEE Transactions on Biomedical Engineering 62 (4), 1132-1140, 2015
1802015
Early diagnosis of Alzheimer's disease with deep learning
S Liu, S Liu, W Cai, S Pujol, R Kikinis, D Feng
2014 IEEE 11th international symposium on biomedical imaging (ISBI), 1015-1018, 2014
1732014
Multimodal Neuroimaging Computing: A Review of the Applications in Neuropsychiatric Disorders
S Liu, W Cai, S Liu, F Zhang, M Fulham, D Feng, S Pujol, R Kikinis
Brain informatics 2 (3), 167, 2015
562015
3D neurological image retrieval with localized pathology-centric CMRGlc patterns
W Cai, S Liu, L Wen, S Eberl, MJ Fulham, D Feng
2010 IEEE International Conference on Image Processing, 3201-3204, 2010
462010
Rivulet: 3d neuron morphology tracing with iterative back-tracking
S Liu, D Zhang, S Liu, D Feng, H Peng, W Cai
Neuroinformatics 14 (4), 387-401, 2016
322016
A supervised multiview spectral embedding method for neuroimaging classification
S Liu, L Zhang, W Cai, Y Song, Z Wang, L Wen, DD Feng
2013 IEEE International Conference on Image Processing, 601-605, 2013
282013
Multifold Bayesian kernelization in Alzheimer’s diagnosis
S Liu, Y Song, W Cai, S Pujol, R Kikinis, X Wang, D Feng
International Conference on Medical Image Computing and Computer-Assisted …, 2013
262013
Dictionary pruning with visual word significance for medical image retrieval
F Zhang, Y Song, W Cai, AG Hauptmann, S Liu, S Pujol, R Kikinis, ...
Neurocomputing 177, 75-88, 2016
252016
Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization
S Liu, W Cai, L Wen, DD Feng, S Pujol, R Kikinis, MJ Fulham, S Eberl
Computerized Medical Imaging and Graphics 38 (6), 436-444, 2014
242014
Multi-channel brain atrophy pattern analysis in neuroimaging retrieval
S Liu, W Cai, L Wen, D Feng
2013 IEEE 10th International Symposium on Biomedical Imaging, 202-205, 2013
212013
Localized functional neuroimaging retrieval using 3D discrete curvelet transform
S Liu, W Cai, L Wen, S Eberl, MJ Fulham, D Feng
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
212011
A robust volumetric feature extraction approach for 3D neuroimaging retrieval
S Liu, W Cai, L Wen, S Eberl, MJ Fulham, D Feng
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
212010
High-level feature based PET image retrieval with deep learning architecture
S Liu, S Liu, W Cai, H Che, S Pujol, R Kikinis, M Fulham, D Feng
Journal of Nuclear Medicine 55 (supplement 1), 2028-2028, 2014
192014
A 3D difference-of-Gaussian-based lesion detector for brain PET
W Cai, S Liu, Y Song, S Pujol, R Kikinis, D Feng
International Symposium on Biomedical Imaging, 1-4, 2014
192014
Neuroimaging biomarker based prediction of alzheimer's disease severity with optimized graph construction
S Liu, W Cai, L Wen, D Feng
2013 IEEE 10th International Symposium on Biomedical Imaging, 1336-1339, 2013
192013
Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval
S Liu, W Cai, L Wen, S Eberl, MJ Fulham, DD Feng
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
182011
Localized sparse code gradient in alzheimer's disease staging
S Liu, W Cai, Y Song, S Pujol, R Kikinis, L Wen, DD Feng
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
172013
A bag of semantic words model for medical content-based retrieval
S Liu, W Cai, Y Song, S Pujol, R Kikinis, D Feng
MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision …, 2013
172013
Pairwise latent semantic association for similarity computation in medical imaging
F Zhang, Y Song, W Cai, S Liu, S Liu, S Pujol, R Kikinis, Y Xia, MJ Fulham, ...
IEEE transactions on Biomedical Engineering 63 (5), 1058-1069, 2016
162016
Multiscale and multiorientation feature extraction with degenerative patterns for 3D neuroimaging retrieval
S Liu, W Cai, L Wen, DD Feng
2012 19th IEEE International Conference on Image Processing, 1249-1252, 2012
162012
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