| 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 | 28 | 2020 |
| ✂️ 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 | 19* | 2024 |
| 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 | 16 | 2020 |
| 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 | 15 | 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 | 13* | 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 | 11 | 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 | 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 | 7 | 2020 |
| 🌐 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, ... arXiv preprint arXiv:2410.12779, 2024 | 6* | 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, ... arXiv preprint arXiv:2406.14794, 2024 | 6* | 2024 |
| 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 | 6 | 2021 |
| 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 | 5 | 2022 |
| ⚔️ DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images C Liu*, D Liao*, A Parada-Mayorga, A Ribeiro, M DiStasio, ... arXiv preprint arXiv:2410.03058, 2024 | 3 | 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 |
| Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics X Sun*, C Xu*, JF Rocha, C Liu, B Hollander-Bodie, L Goldman, ... arXiv preprint arXiv:2409.09469, 2024 | 1 | 2024 |
| Fourier Transform Approximation as an Auxiliary Task for Image Classification C Liu arXiv preprint arXiv:2106.11478, 2021 | 1 | 2021 |
| CitationMap: A Python Tool to Identify and Visualize Your Google Scholar Citations Around the World C Liu | | 2024 |
| 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 |
JIA GUOAssistant Professor, Psychiatry Department and Zuckerman Institute, Columbia UniversityVerified email at columbia.edu
