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Chen Liu
Chen Liu
Ph.D. Student (Computer Science) at Yale, ex Senior Research Scientist at GE Healthcare
Geverifieerd e-mailadres voor yale.edu - Homepage
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Substituting gadolinium in brain MRI using DeepContrast
H Sun, X Liu, X Feng, C Liu, N Zhu, SJ Gjerswold-Selleck, HJ Wei, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 908-912, 2020
222020
In vivo γ‐aminobutyric acid increase as a biomarker of the epileptogenic zone: An unbiased metabolomics approach
S Hamelin, V Stupar, L Mazière, J Guo, W Labriji, C Liu, L Bretagnolle, ...
Epilepsia 62 (1), 163-175, 2021
162021
Reduced hippocampal GABA+ is associated with poorer episodic memory in healthy older women: a pilot study
J Jiménez-Balado, A Ycaza Herrera, K Igwe, L Klem, K Buyukturkoglu, ...
Frontiers in Behavioral Neuroscience, 170, 2021
102021
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features
N Zhu*, C Liu*, BT Forsyth, ZS Singer, T Danino, AF Laine, J Guo
IEEE Engineering in Medicine and Biology Society (EMBC), 2022
82022
Cuts: A fully unsupervised framework for medical image segmentation
C Liu, M Amodio, LL Shen, F Gao, A Avesta, S Aneja, JC Wang, ...
arXiv preprint arXiv:2209.11359, 2022
5*2022
Deep learning of MRI contrast enhancement for mapping cerebral blood volume from single-modal non-contrast scans of aging and Alzheimer's disease brains
C Liu*, N Zhu*, H Sun, J Zhang, X Feng, S Gjerswold-Selleck, D Sikka, ...
Frontiers in Aging Neuroscience, 893, 2022
5*2022
Understanding and Modeling Climate Impacts on Photosynthetic Dynamics with FLUXNET Data and Neural Networks
N Zhu, C Liu, AF Laine, J Guo
Energies 13 (6), 1322, 2020
52020
System, method and computer-accessible medium for the reduction of the dosage of gd-based contrast agent in magnetic resonance imaging
J Guo, SA Small
US Patent App. 17/000,904, 2021
42021
Assessing neural network representations during training using noise-resilient diffusion spectral entropy
D Liao*, C Liu*, BW Christensen, A Tong, G Huguet, G Wolf, M Nickel, ...
International Conference on Machine Learning (ICML) Workshop on Topology …, 2023
2*2023
Adversarial focal loss: Asking your discriminator for hard examples
C Liu, X Dong, M Potter, HM Chang, R Soni
arXiv preprint arXiv:2207.07739, 2022
22022
DL-BET-A Deep Learning Based Tool for Automatic Brain Extraction from Structural Magnetic Resonance Images in Mice
S Gjerswold-Selleck, N Zhu, H Sun, D Sikka, J Shi, C Liu, T Nuriel, ...
ISMRM 2021, 2021
22021
JET-A MATLAB Toolkit for Automated J-Difference-Edited MR Spectra Processing of in vivo Mouse MEGA-PRESS Study at 9.4 T
C Liu, DJ Ma, N Zhu, K Igwe, J Weber, R Li, ET Wood, W Labriji, V Stupar, ...
ISMRM 2021, 2021
22021
X-Ray Lead Marker Detection System for X-Ray Imaging System
GC Rao, R Soni, P Dalal, C Liu, P Dibyajyoti, K Nye
US Patent App. 17/975,878, 2023
2023
System and Method for Obtaining Accurate Measurements and Quantification of X-Ray Image from Estimation of Key Anatomical Locations
GC Rao, R Soni, GB Avinash, P Dalal, C Liu, M Zhang, Z Herczeg
US Patent App. 17/975,889, 2023
2023
How DragGAN Works: A Technical Deep Dive
C Liu
2023
Fourier Transform Approximation as an Auxiliary Task for Image Classification
C Liu
arXiv preprint arXiv:2106.11478, 2021
2021
Deep Learning Identifies Neuroimaging Signatures Of Alzheimer’s Disease Using Structural And Synthesized Functional MRI Data
N Zhu*, C Liu*, X Feng, D Sikka, S Gjerswold-Selleck, SA Small, J Guo
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 216-220, 2021
2021
Predicting Gadolinium Contrast Enhancement for Structural Lesion Analysis using DeepContrast
D Sikka, N Zhu, C Liu, S Small, J Guo
ISMRM 2021, 2021
2021
Deep Learning Identifies Neuroimaging Signatures of Alzheimer’s Disease Using Structural and Artificial Functional MRI Data
N Zhu, C Liu, S Gjerswold-Selleck, X Feng, D Sikka, SA Small, J Guo
ISMRM 2021, 2021
2021
In vivo GABA increase as a biomarker of the epileptogenic zone: an unbiased metabolomics approach
F Fauvelle, V Stupar, J Guo, W Labriji, C Liu, A Plaindoux, EL Barbier, ...
ISMRM 2021, 2021
2021
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Artikelen 1–20