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Sidong 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
6112014
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
5322015
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
1262015
A Deep Learning-Based Algorithm Identifies Glaucomatous Discs Using Monoscopic Fundus Photographs
S Liu, SL Graham, A Schulz, M Kalloniatis, B Zangerl, W Cai, Y Gao, ...
Ophthalmology Glaucoma 1 (1), 15-22, 2018
952018
Isocitrate Dehydrogenase (IDH) Status Prediction in Histopathology Images of Gliomas using Deep Learning
S Liu, Z Shah, A Sav, C Russo, S Berkovsky, Y Qian, E Coiera, A Di Ieva
Scientific Reports 10, 7733, 2020
922020
Demyelination Precedes Axonal Loss in the Transneuronal Spread of Human Neurodegenerative Disease
Y You, C Joseph, C Wang, V Gupta, S Liu, C Yiannikas, BE Chua, ...
Brain 142 (1), 426-442, 2019
892019
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking
S Liu, D Zhang, S Liu, D Feng, H Peng, W Cai
Neuroinformatics 14, 387-401, 2016
702016
Differing Structural and Functional Patterns of Optic Nerve Damage in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder
T Shen, Y You, S Arunachalam, A Fontes, S Liu, V Gupta, J Parratt, ...
Ophthalmology 126 (3), 445-453, 2019
662019
Evidence of Progressive Tissue Loss in the Core of Chronic MS Lesions: A Longitudinal DTI Study
A Klistorner, C Wang, C Yiannikas, J Parratt, M Dwyer, J Barton, ...
NeuroImage: Clinical 17, 1028-1035, 2018
572018
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
532010
Digital to Analog Resistive Switching Transition Induced by Graphene Buffer Layer in Strontium Titanate based Devices
T Wan, B Qu, H Du, X Lin, Q Lin, DW Wang, C Cazorla, S Li, S Liu, D Chu
Journal of Colloid and Interface Science 512, 767-774, 2018
512018
Machine Learning for the Prediction of Molecular Markers in Glioma on Magnetic Resonance Imaging: A Systematic Review and Meta-Analysis
A Jian, K Jang, M Manuguerra, S Liu, J Magnussen, A Di Ieva
Neurosurgery, nyab103, 2021
482021
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
462016
Multifold Bayesian Kernelization in Alzheimer’s Diagnosis
S Liu, Y Song, W Cai, S Pujol, R Kikinis, X Wang, D Feng
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
442013
Application of Deep Learning for Automatic Segmentation of Brain Tumors on Magnetic Resonance Imaging: A Heuristic Approach in the Clinical Scenario
A Di Ieva, C Russo, S Liu, A Jian, MY Bai, Y Qian, J Magnussen
Neuroradiology, 2021
432021
Development and validation of a machine learning approach for automated severity assessment of COVID-19 based on clinical and imaging data: retrospective study
JC Quiroz, YZ Feng, ZY Cheng, D Rezazadegan, PK Chen, QT Lin, ...
JMIR Medical Informatics 9 (2), e24572, 2021
422021
Generative Adversarial Networks in Digital Pathology and Histopathological Image Processing: A Review
L Jose, S Liu, C Russo, A Nadort, AD Ieva
Journal of Pathology Informatics 12 (43), 2021
402021
Lung Nodule Classification by Jointly using Visual Descriptors and Deep Features
Y Xie, J Zhang, S Liu, W Cai, Y Xia
MICCAI Workshop on Medical Computer Vision 10081 (Lecture Notes in Computer …, 2017
402017
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging
C Zhang, Y Song, S Liu, S Lill, C Wang, Z Tang, Y You, Y Gao, ...
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2018
382018
Weak Label based Bayesian U-Net for Optic Disc Segmentation in Fundus Images  
H Xiong, S Liu, R Sharan, E Coiera, S Berkovsky
Artificial Intelligence In Medicine, 2022
342022
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