| 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 | 26 | 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 |
| 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 | 12 | 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 | 10* | 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 | 10 | 2021 |
| CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation C Liu*, M Amodio*, LL Shen, F Gao, A Avesta, S Aneja, JC Wang, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2024, 2024 | 9* | 2024 |
| 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 |
| 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 | 4 | 2022 |
| 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, ... IEEE 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024 | 2* | 2024 |
| 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 |
| 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 | 2 | 2021 |
| Fourier Transform Approximation as an Auxiliary Task for Image Classification C Liu arXiv preprint arXiv:2106.11478, 2021 | 1 | 2021 |
| ImageFlowNet: Forecasting Multiscale 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, ... arXiv preprint arXiv:2406.14794, 2024 | | 2024 |
| 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 |
| Towards a Large-Scale Unbiased Machine Learning Benchmark for Cell Instance Segmentation: Final Report for CPSC 537 Intro to Database Systems C Liu, D Liao, S Wang | | 2023 |
| A Technical Deep Dive into Drag Your GAN (DragGAN) C Liu | | 2023 |
| Predicting Gadolinium Contrast Enhancement for Structural Lesion Analysis using DeepContrast D Sikka, N Zhu, C Liu, S Small, J Guo ISMRM 2021, 2021 | | 2021 |
JIA GUOAssistant Professor, Psychiatry Department and Zuckerman Institute, Columbia UniversityVerified email at columbia.edu
