Catie Chang

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 33

Top Topics

Functional Connectivity

Response Function

Biomedical Images

Top Venues

DGM4MICCAI/DALI@MICCAI

Publications

Shengchao Zhang, Sarah E. Goodale, Benjamin P. Gold, Victoria L. Morgan, Dario J. Englot, Catie Chang
Vigilance associates with the low-dimensional structure of fMRI data. NeuroImage 267 (2023)
Anwar Said, Roza G. Bayrak, Tyler Derr, Mudassir Shabbir, Daniel Moyer, Catie Chang, Xenofon D. Koutsoukos
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics. CoRR (2023)
Yamin Li, Ange Lou, Catie Chang
Leveraging sinusoidal representation networks to predict fMRI signals from EEG. CoRR (2023)
Anwar Said, Roza G. Bayrak, Tyler Derr, Mudassir Shabbir, Daniel Moyer, Catie Chang, Xenofon D. Koutsoukos
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics. NeurIPS (2023)
Roza G. Bayrak, Ilwoo Lyu, Catie Chang
Learning Subject-Specific Functional Parcellations from Cortical Surface Measures. PRIME@MICCAI (2022)
Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Haichun Yang, Catie Chang, Yuankai Huo
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning. CoRR (2022)
Armin Iraji, Ashkan Faghiri, Zening Fu, Peter V. Kochunov, Bhim M. Adhikari, Aysenil Belger, Judith M. Ford, Sarah C. McEwen, Daniel H. Mathalon, Godfrey D. Pearlson, Steven G. Potkin, Adrian Preda, Jessica A. Turner, Theo G. M. van Erp, Catie Chang, Vincent D. Calhoun
Moving beyond the 'CAP' of the Iceberg: Intrinsic connectivity networks in fMRI are continuously engaging and overlapping. NeuroImage 251 (2022)
Simon J. Ward, Tengfei Cao, Xiang Zhou, Catie Chang, Sharon M. Weiss
Capture Agent Free Biosensing using Porous Silicon Arrays and Machine Learning. CoRR (2022)
Roza G. Bayrak, Colin B. Hansen, Jorge A. Salas, Nafis Ahmed, Ilwoo Lyu, Yuankai Huo, Catie Chang
From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics. MICCAI (7) (2021)
Caroline G. Martin, Biyu J. He, Catie Chang
State-related neural influences on fMRI connectivity estimation. NeuroImage 244 (2021)
Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo
CaCL: Class-Aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns. DGM4MICCAI/DALI@MICCAI (2021)
Alexander D. Cohen, Catie Chang, Yang Wang
Using multiband multi-echo imaging to improve the robustness and repeatability of co-activation pattern analysis for dynamic functional connectivity. NeuroImage 243 (2021)
Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Catie Chang, Haichun Yang, Yuankai Huo
Compound Figure Separation of Biomedical Images with Side Loss. DGM4MICCAI/DALI@MICCAI (2021)
Jorge A. Salas, Roza G. Bayrak, Yuankai Huo, Catie Chang
Reconstruction of respiratory variation signals from fMRI data. NeuroImage 225 (2021)
Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Catie Chang, Haichun Yang, Yuankai Huo
Compound Figure Separation of Biomedical Images with Side Loss. CoRR (2021)
Marina Krylova, Sarah Alizadeh, Igor Izyurov, Vanessa Teckentrup, Catie Chang, Johan N. van der Meer, Michael Erb, Nils B. Kroemer, Thomas Koenig, Martin Walter, Hamidreza Jamalabadi
Evidence for modulation of EEG microstate sequence by vigilance level. NeuroImage 224 (2021)
Roza G. Bayrak, Nhung Hoang, Colin B. Hansen, Catie Chang, Matthew Berger
PRAGMA: Interactively Constructing Functional Brain Parcellations. IEEE VIS (Short Papers) (2020)
Erez Simony, Catie Chang
Analysis of stimulus-induced brain dynamics during naturalistic paradigms. NeuroImage 216 (2020)
Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns. CoRR (2020)
Jingyuan E. Chen, Laura D. Lewis, Catie Chang, Qiyuan Tian, Nina E. Fultz, Ned A. Ohringer, Bruce R. Rosen, Jonathan R. Polimeni
Resting-state "physiological networks". NeuroImage 213 (2020)
Roza G. Bayrak, Jorge A. Salas, Yuankai Huo, Catie Chang
A Deep Pattern Recognition Approach for Inferring Respiratory Volume Fluctuations from fMRI Data. MICCAI (7) (2020)
Roza G. Bayrak, Nhung Hoang, Colin B. Hansen, Catie Chang, Matthew Berger
PRAGMA: Interactively Constructing Functional Brain Parcellations. CoRR (2020)
Shengchao Zhang, Baxter P. Rogers, Victoria L. Morgan, Catie Chang
Association between fMRI brain entropy features and behavioral measures. Medical Imaging: Image Processing (2020)
Maryam Falahpour, Catie Chang, Chi Wah Wong, Thomas T. Liu
Template-based prediction of vigilance fluctuations in resting-state fMRI. NeuroImage 174 (2018)
Taylor Bolt, Jason S. Nomi, Shruti Gopal Vij, Catie Chang, Lucina Q. Uddin
Inter-subject phase synchronization for exploratory analysis of task-fMRI. NeuroImage 176 (2018)
Pinar Senay Özbay, Catie Chang, Dante Picchioni, Hendrik Mandelkow, Thomas M. Moehlman, Miranda G. Chappel-Farley, Peter van Gelderen, Jacco A. de Zwart, Jeff H. Duyn
Contribution of systemic vascular effects to fMRI activity in white matter. NeuroImage 176 (2018)
Xiao Liu, Nanyin Zhang, Catie Chang, Jeff H. Duyn
Co-activation patterns in resting-state fMRI signals. NeuroImage 180 (Part) (2018)
Ali-Mohammad Golestani, Catie Chang, Jonathan B. Kwinta, Yasha B. Khatamian, J. Jean Chen
Corrigendum to "Mapping the end-tidal CO2 response function in the resting-state BOLD fMRI signal: Spatial specificity, test-retest reliability and effect of fMRI sampling rate.". NeuroImage 172 (2018)
Catie Chang, Shella D. Keilholz, Robyn L. Miller, Mark W. Woolrich
Mapping and interpreting the dynamic connectivity of the brain. NeuroImage 180 (Part) (2018)
Yi-Yu Chou, Snehashis Roy, Catie Chang, John A. Butman, Dzung L. Pham
Deep learning of resting state networks from independent component analysis. ISBI (2018)
Jingyuan E. Chen, Catie Chang, Michael D. Greicius, Gary H. Glover
Introducing co-activation pattern metrics to quantify spontaneous brain network dynamics. NeuroImage 111 (2015)
Ali-Mohammad Golestani, Catie Chang, Jonathan B. Kwinta, Yasha B. Khatamian, J. Jean Chen
response function in the resting-state BOLD fMRI signal: Spatial specificity, test-retest reliability and effect of fMRI sampling rate. NeuroImage 104 (2015)
Xiao Liu, Toru Yanagawa, David A. Leopold, Catie Chang, Hiroaki Ishida, Naotaka Fujii, Jeff H. Duyn
Arousal transitions in sleep, wakefulness, and anesthesia are characterized by an orderly sequence of cortical events. NeuroImage 116 (2015)
Norman Scheel, Catie Chang, Amir Madany Mamlouk
The Importance of Physiological Noise Regression in High Temporal Resolution fMRI. ICANN (2014)
Zhi Yang, Catie Chang, Ting Xu, Lili Jiang, Daniel A. Handwerker, F. Xavier Castellanos, Michael P. Milham, Peter A. Bandettini, Xi-Nian Zuo
Connectivity trajectory across lifespan differentiates the precuneus from the default network. NeuroImage 89 (2014)
Catie Chang, Coraline D. Metzger, Gary H. Glover, Jeff H. Duyn, Hans-Jochen Heinze, Martin Walter
Association between heart rate variability and fluctuations in resting-state functional connectivity. NeuroImage 68 (2013)
Catie Chang, Zhongming Liu, Michael C. Chen, Xiao Liu, Jeff H. Duyn
EEG correlates of time-varying BOLD functional connectivity. NeuroImage 72 (2013)
R. Matthew Hutchison, Thilo Womelsdorf, Elena A. Allen, Peter A. Bandettini, Vince D. Calhoun, Maurizio Corbetta, Stefania Della Penna, Jeff H. Duyn, Gary H. Glover, Javier Gonzalez-Castillo, Daniel A. Handwerker, Shella D. Keilholz, Vesa Kiviniemi, David A. Leopold, Francesco de Pasquale, Olaf Sporns, Martin Walter, Catie Chang
Dynamic functional connectivity: Promise, issues, and interpretations. NeuroImage 80 (2013)
Najmeh Khalili-Mahani, Catie Chang, Matthias J. P. van Osch, Ilya M. Veer, Mark A. van Buchem, Albert Dahan, Christian F. Beckmann, Joop M. A. van Gerven, Serge A. R. B. Rombouts
The impact of "physiological correction" on functional connectivity analysis of pharmacological resting state fMRI. NeuroImage 65 (2013)
Michael Marx, Kim Butts-Pauly, Catie Chang
A novel approach for global noise reduction in resting-state fMRI: APPLECOR. NeuroImage 64 (2013)
Moriah E. Thomason, Emily L. Dennis, Anand A. Joshi, Shantanu H. Joshi, Ivo D. Dinov, Catie Chang, Melissa L. Henry, Rebecca F. Johnson, Paul M. Thompson, Arthur W. Toga, Gary H. Glover, John D. Van Horn, Ian H. Gotlib
Resting-state fMRI can reliably map neural networks in children. NeuroImage 55 (1) (2011)
Valorie N. Salimpoor, Catie Chang, Vinod Menon
Neural Basis of Repetition Priming during Mathematical Cognition: Repetition Suppression or Repetition Enhancement? J. Cogn. Neurosci. 22 (4) (2010)
Catie Chang, Gary H. Glover
Time-frequency dynamics of resting-state brain connectivity measured with fMRI. NeuroImage 50 (1) (2010)
Catie Chang, John P. Cunningham, Gary H. Glover
Influence of heart rate on the BOLD signal: The cardiac response function. NeuroImage 44 (3) (2009)
Catie Chang, Gary H. Glover
Effects of model-based physiological noise correction on default mode network anti-correlations and correlations. NeuroImage 47 (4) (2009)
Catie Chang, Gary H. Glover
, and BOLD signals in resting-state fMRI. NeuroImage 47 (4) (2009)
Srikanth Ryali, Gary H. Glover, Catie Chang, Vinod Menon
Development, validation, and comparison of ICA-based gradient artifact reduction algorithms for simultaneous EEG-spiral in/out and echo-planar fMRI recordings. NeuroImage 48 (2) (2009)
Catie Chang, Moriah E. Thomason, Gary H. Glover
Mapping and correction of vascular hemodynamic latency in the BOLD signal. NeuroImage 43 (1) (2008)