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Chen Liu
CS PhD Candidate at Yale University. Previously Senior Research Scientist at GE Healthcare
Подтвержден адрес электронной почты в домене yale.edu - Главная страница
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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, ...
IEEE 17th International Symposium on Biomedical Imaging (ISBI), 908-912, 2020
282020
✂️ CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
C Liu, M Amodio, LL Shen, F Gao, A Avesta, S Aneja, JC Wang, ...
MICCAI 2024 – International Conference on Medical Image Computing and …, 2024
22*2024
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
182022
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, 2020
162020
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
14*2022
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
112021
🎲 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, ...
IEEE 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024
10*2024
⏳ ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images
C Liu*, K Xu*, LL Shen, G Huguet, Z Wang, A Tong, D Bzdok, J Stewart, ...
ICASSP 2025 – IEEE International Conference on Acoustics, Speech, and Signal …, 2025
72025
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
72020
🌐 Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
X Sun*, D Liao*, K MacDonald*, Y Zhang, C Liu, G Huguet, G Wolf, ...
AISTATS 2025 – International Conference on Artificial Intelligence and …, 2025
6*2025
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
62022
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, C Liu (Major contributor of figures and results)
US Patent App. 17/000,904, 2021
62021
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
IEEE 18th International Symposium on Biomedical Imaging (ISBI), 216-220, 2021
62021
⚔️ DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images
C Liu*, D Liao*, A Parada-Mayorga, A Ribeiro, M DiStasio, ...
ICASSP 2025 – IEEE International Conference on Acoustics, Speech, and Signal …, 2025
32025
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
Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics
X Sun*, C Xu*, JF Rocha, C Liu, B Hollander-Bodie, L Goldman, ...
ICASSP 2025 – IEEE International Conference on Acoustics, Speech, and Signal …, 2025
12025
Fourier Transform Approximation as an Auxiliary Task for Image Classification
C Liu
arXiv preprint arXiv:2106.11478, 2021
12021
Deep Learning Unlocks the True Potential of Organ Donation after Circulatory Death with Accurate Prediction of Time-to-Death
X Sun*, E De Brouwer*, C Liu, S Krishnaswamy, R Batra
medRxiv, 2024.11.07.24316924, 2024
2024
ImmunoStruct: Integration of protein sequence, structure, and biochemical properties for immunogenicity prediction and interpretation
KB Givechian, JF Rocha, E Yang, C Liu, K Greene, R Ying, E Caron, ...
bioRxiv, 2024.11.01.621580, 2024
2024
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