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Siqi Liu
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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
7112014
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
6152014
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
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
2322019
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
1872018
A foundation model for clinical-grade computational pathology and rare cancers detection
E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, ...
Nature Medicine, 1-12, 2024
176*2024
Automated quantification of CT patterns associated with COVID-19 from chest CT
S Chaganti, P Grenier, A Balachandran, G Chabin, S Cohen, T Flohr, ...
Radiology: Artificial Intelligence 2 (4), e200048, 2020
1762020
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, 167-180, 2015
1442015
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
832016
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
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
702018
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
642018
No surprises: Training robust lung nodule detection for low-dose CT scans by augmenting with adversarial attacks
S Liu, AAA Setio, FC Ghesu, E Gibson, S Grbic, B Georgescu, ...
IEEE Transactions on Medical Imaging 40 (1), 335-345, 2020
582020
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
442019
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
432019
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, 181-195, 2015
382015
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: a novel approach achieving expert radiologist-level performance using a deep …
EJM Barbosa Jr, WB Gefter, FC Ghesu, S Liu, B Mailhe, A Mansoor, ...
Investigative radiology 56 (8), 471-479, 2021
342021
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
Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017
342017
BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets
L Manubens-Gil, Z Zhou, H Chen, A Ramanathan, X Liu, Y Liu, A Bria, ...
Nature Methods 20 (6), 824-835, 2023
332023
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
292015
Multi-phase feature representation learning for neurodegenerative disease diagnosis
S Liu, S Liu, W Cai, S Pujol, R Kikinis, DD Feng
Artificial Life and Computational Intelligence: First Australasian …, 2015
282015
Semantic segmentation for cancer detection in digital breast tomosynthesis
LM Itu, L Lazar, S Liu, O Pauly, P Seegerer, II Stroia, A Turcea, A Vizitiu, ...
US Patent 10,779,785, 2020
272020
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