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 | 23 | 2020 |
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 | 16 | 2021 |
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 | 10 | 2021 |
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 | 8 | 2022 |
Cuts: A framework for multigranular unsupervised medical image segmentation C Liu*, M Amodio*, LL Shen, F Gao, A Avesta, S Aneja, JC Wang, ... arXiv preprint arXiv:2209.11359, 2022 | 7* | 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 | 6* | 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 | 5 | 2020 |
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 | 4 | 2021 |
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 | 2 | 2022 |
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 | 2 | 2021 |
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 | 2 | 2021 |
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 |