Siqi Liu
Siqi Liu
Staff Scientist, Siemens Healthineers, Princeton NJ USA
Verified email at siemens-healthineers.com
Title
Cited by
Cited by
Year
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
2662014
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, 2014
2652014
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
722015
Learning to recognize abnormalities in chest x-rays with location-aware dense networks
S Guendel, S Grbic, B Georgescu, S Liu, A Maier, D Comaniciu
Iberoamerican Congress on Pattern Recognition, 757-765, 2018
632018
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
S Liu, D Xu, SK Zhou, O Pauly, S Grbic, T Mertelmeier, J Wicklein, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
522018
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
392016
Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis
D Zhang, Y Song, D Liu, H Jia, S Liu, Y Xia, H Huang, W Cai
International Conference on Medical Image Computing and Computer-Assisted …, 2018
242018
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, B Georgescu, ...
arXiv preprint arXiv:2004.01279, 2020
222020
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
202014
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, 2015
182015
Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking
S Liu, D Zhang, Y Song, H Peng, W Cai
IEEE transactions on medical imaging 37 (11), 2441-2452, 2018
172018
Multimodal neuroimaging computing: the workflows, methods, and platforms
S Liu, W Cai, S Liu, F Zhang, M Fulham, D Feng, S Pujol, R Kikinis
Brain informatics 2 (3), 181-195, 2015
172015
Multi-phase feature representation learning for neurodegenerative disease diagnosis
S Liu, S Liu, W Cai, S Pujol, R Kikinis, DD Feng
Australasian Conference on Artificial Life and Computational Intelligence …, 2015
162015
Triple-Crossing 2.5 D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images
S Liu, D Zhang, Y Song, H Peng, W Cai
International Workshop on Machine Learning in Medical Imaging, 185-193, 2017
132017
Class-Aware Adversarial Lung Nodule Synthesis in CT Images
J Yang, S Liu, S Grbic, AAA Setio, Z Xu, E Gibson, G Chabin, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
122019
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition
S Liu, E Gibson, S Grbic, Z Xu, AAA Setio, J Yang, B Georgescu, ...
arXiv preprint arXiv:1812.01737, 2018
122018
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?
S Liu, S Liu, F Zhang, W Cai, S Pujol, R Kikinis, D Feng
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 588-591, 2015
112015
Nuclei instance segmentation with dual contour-enhanced adversarial network
D Zhang, Y Song, S Liu, D Feng, Y Wang, W Cai
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
102018
Propagation graph fusion for multi-modal medical content-based retrieval
S Liu, S Liu, S Pujol, R Kikinis, D Feng, W Cai
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
102014
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network
H Wang, D Zhang, Y Song, S Liu, Y Wang, D Feng, H Peng, W Cai
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
92019
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