Dustin Scheinost

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 53

Top Topics

Functional Brain

Functional Connectivity

Canonical Correlation Analysis

Combining Multiple

Top Venues

J. Cogn. Neurosci.

Publications

Ling Han, Hao Huang, Dustin Scheinost, Mary-Anne Hartley, María Rodríguez Martínez
Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases. CoRR (2024)
Javid Dadashkarimi, Amin Karbasi, Qinghao Liang, Matthew Rosenblatt, Stephanie Noble, Maya Foster, Raimundo X. Rodriguez, Brendan Adkinson, Jean Ye, Huili Sun, Chris Camp, Michael Farruggia, Link Tejavibulya, Wei Dai, Rongtao Jiang, Angeliki Pollatou, Dustin Scheinost
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available. Medical Image Anal. 88 (2023)
Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost
Enhancement attacks in biomedical machine learning. CoRR (2023)
Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost
Gradient-Based Enhancement Attacks in Biomedical Machine Learning. CLIP/FAIMI/EPIMI@MICCAI (2023)
Javid Dadashkarimi, Matthew Rosenblatt, Amin Karbasi, Dustin Scheinost
Stacking multiple optimal transport policies to map functional connectomes. CISS (2023)
Matthew Rosenblatt, Raimundo X. Rodriguez, Margaret L. Westwater, Wei Dai, Corey Horien, Abigail S. Greene, R. Todd Constable, Stephanie Noble, Dustin Scheinost
Connectome-based machine learning models are vulnerable to subtle data manipulations. Patterns 4 (7) (2023)
Raimundo X. Rodriguez, Stephanie Noble, Link Tejavibulya, Dustin Scheinost
Leveraging edge-centric networks complements existing network-level inference for functional connectomes. NeuroImage 264 (2022)
Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost
Combining Multiple Atlases to Estimate Data-Driven Mappings Between Functional Connectomes Using Optimal Transport. MICCAI (1) (2022)
Kangjoo Lee, Corey Horien, David O'Connor, Bronwen Garand-Sheridan, Fuyuze Tokoglu, Dustin Scheinost, Evelyn M. R. Lake, R. Todd Constable
Arousal impacts distributed hubs modulating the integration of brain functional connectivity. NeuroImage 258 (2022)
Link Tejavibulya, Hannah Peterson, Abigail S. Greene, Siyuan Gao, Max Rolison, Stephanie Noble, Dustin Scheinost
Large-scale differences in functional organization of left- and right-handed individuals using whole-brain, data-driven analysis of connectivity. NeuroImage 252 (2022)
Kwangsun Yoo, Monica D. Rosenberg, Young Hye Kwon, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
A cognitive state transformation model for task-general and task-specific subsystems of the brain connectome. NeuroImage 257 (2022)
Wei Dai, Stephanie Noble, Dustin Scheinost
The Semi-constrained Network-Based Statistic (scNBS): Integrating Local and Global Information for Brain Network Inference. MICCAI (1) (2022)
Matthew Rosenblatt, Dustin Scheinost
Data Poisoning Attack and Defenses in Connectome-Based Predictive Models. EPIMI/ML-CDS@MICCAI (2022)
Qinghao Liang, Javid Dadashkarimi, Wei Dai, Amin Karbasi, Joseph Chang, Harrison H. Zhou, Dustin Scheinost
Transforming Connectomes to "Any" Parcellation via Graph Matching. ISGIE/GRAIL@MICCAI (2022)
Ka I. Ip, Lucinda M. Sisk, Corey Horien, May I. Conley, Kristina M. Rapuano, Monica D. Rosenberg, Abigail S. Greene, Dustin Scheinost, R. Todd Constable, B. J. Casey, Arielle Baskin-Sommers, Dylan G. Gee
Associations among Household and Neighborhood Socioeconomic Disadvantages, Resting-state Frontoamygdala Connectivity, and Internalizing Symptoms in Youth. J. Cogn. Neurosci. 34 (10) (2022)
Saige Rutherford, Pascal Sturmfels, Mike Angstadt, Jasmine L. Hect, Jenna Wiens, Marion I. van den Heuvel, Dustin Scheinost, Chandra Sripada, Moriah E. Thomason
Automated Brain Masking of Fetal Functional MRI with Open Data. Neuroinformatics 20 (1) (2022)
Siyuan Gao, Xinyue Xia, Dustin Scheinost, Gal Mishne
Smooth graph learning for functional connectivity estimation. NeuroImage 239 (2021)
Qinghao Liang, Sahand Negahban, Joseph Chang, Harrison H. Zhou, Dustin Scheinost
Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix Completion. ISBI (2021)
Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost
Data-driven mapping between functional connectomes using optimal transport. CoRR (2021)
Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang, Dustin Scheinost, Lawrence H. Staib, Pamela Ventola, James S. Duncan
BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis. Medical Image Anal. 74 (2021)
Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost
Data-Driven Mapping Between Functional Connectomes Using Optimal Transport. MICCAI (3) (2021)
David O'Connor, Evelyn M. R. Lake, Dustin Scheinost, R. Todd Constable
Resample aggregating improves the generalizability of connectome predictive modeling. NeuroImage 236 (2021)
Emily W. Avery, Kwangsun Yoo, Monica D. Rosenberg, Abigail S. Greene, Siyuan Gao, Duk L. Na, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
Distributed Patterns of Functional Connectivity Predict Working Memory Performance in Novel Healthy and Memory-impaired Individuals. J. Cogn. Neurosci. 32 (2) (2020)
Dustin Scheinost, Tiffany W. Hsu, Emily W. Avery, Michelle Hampson, R. Todd Constable, Marvin M. Chun, Monica D. Rosenberg
Connectome-based neurofeedback: A pilot study to improve sustained attention. NeuroImage 212 (2020)
Mehraveh Salehi, Amin Karbasi, Daniel S. Barron, Dustin Scheinost, R. Todd Constable
Individualized functional networks reconfigure with cognitive state. NeuroImage 206 (2020)
Stephanie Noble, Dustin Scheinost, R. Todd Constable
Cluster failure or power failure? Evaluating sensitivity in cluster-level inference. NeuroImage 209 (2020)
Stephanie Noble, Dustin Scheinost
The Constrained Network-Based Statistic: A New Level of Inference for Neuroimaging. MICCAI (7) (2020)
Siyuan Gao, Gal Mishne, Dustin Scheinost
Poincaré Embedding Reveals Edge-Based Functional Networks of the Brain. MICCAI (7) (2020)
Mehraveh Salehi, Abigail S. Greene, Amin Karbasi, Xilin Shen, Dustin Scheinost, R. Todd Constable
There is no single functional atlas even for a single individual: Functional parcel definitions change with task. NeuroImage 208 (2020)
Josepheen De Asis-Cruz, Kushal Kapse, Sudeepta K. Basu, Mariam Said, Dustin Scheinost, Jonathan Murnick, Taeun Chang, Adré du Plessis, Catherine Limperopoulos
Functional brain connectivity in ex utero premature infants compared to in utero fetuses. NeuroImage 219 (2020)
Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost
Combining multiple connectomes improves predictive modeling of phenotypic measures. NeuroImage 201 (2019)
Stephanie Noble, Dustin Scheinost, R. Todd Constable
A decade of test-retest reliability of functional connectivity: A systematic review and meta-analysis. NeuroImage 203 (2019)
Siyuan Gao, Xilin Shen, R. Todd Constable, Dustin Scheinost
Combining Multiple Behavioral Measures and Multiple Connectomes via Multipath Canonical Correlation Analysis. MICCAI (3) (2019)
Javid Dadashkarimi, Siyuan Gao, Erin Yeagle, Stephanie Noble, Dustin Scheinost
A Mass Multivariate Edge-wise Approach for Combining Multiple Connectomes to Improve the Detection of Group Differences. CNI@MICCAI (2019)
Dustin Scheinost, Stephanie Noble, Corey Horien, Abigail S. Greene, Evelyn M. R. Lake, Mehraveh Salehi, Siyuan Gao, Xilin Shen, David O'Connor, Daniel S. Barron, Sarah W. Yip, Monica D. Rosenberg, R. Todd Constable
Ten simple rules for predictive modeling of individual differences in neuroimaging. NeuroImage 193 (2019)
Angus Ho Ching Fong, Kwangsun Yoo, Monica D. Rosenberg, Sheng Zhang, Chiang-shan Ray Li, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
Dynamic functional connectivity during task performance and rest predicts individual differences in attention across studies. NeuroImage 188 (2019)
Dustin Scheinost
Motion correction for fetal functional magnetic resonance imaging. CISS (2019)
Corey Horien, Xilin Shen, Dustin Scheinost, R. Todd Constable
The individual functional connectome is unique and stable over months to years. NeuroImage 189 (2019)
Kwangsun Yoo, Monica D. Rosenberg, Stephanie Noble, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
Multivariate approaches improve the reliability and validity of functional connectivity and prediction of individual behaviors. NeuroImage 197 (2019)
Siyuan Gao, Gal Mishne, Dustin Scheinost
A Hierarchical Manifold Learning Framework for High-Dimensional Neuroimaging Data. IPMI (2019)
Kwangsun Yoo, Monica D. Rosenberg, Wei-Ting Hsu, Sheng Zhang, Chiang-shan Ray Li, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
Connectome-based predictive modeling of attention: Comparing different functional connectivity features and prediction methods across datasets. NeuroImage 167 (2018)
Mehraveh Salehi, Amin Karbasi, Xilin Shen, Dustin Scheinost, R. Todd Constable
An exemplar-based approach to individualized parcellation reveals the need for sex specific functional networks. NeuroImage 170 (2018)
Corey Horien, Stephanie Noble, Emily S. Finn, Xilin Shen, Dustin Scheinost, R. Todd Constable
Considering factors affecting the connectome-based identification process: Comment on Waller et al. NeuroImage 169 (2018)
Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost
Combining Multiple Connectomes via Canonical Correlation Analysis Improves Predictive Models. MICCAI (3) (2018)
Dustin Scheinost, John A. Onofrey, Soo Hyun Kwon, Sarah N. Cross, Gordon Sze, Laura R. Ment, Xenophon Papademetris
order edge features. ISBI (2018)
Mariela Rance, Christopher Walsh, Denis G. Sukhodolsky, Brian Pittman, MaoLin Qiu, Stephen A. Kichuk, Suzanne Wasylink, William N. Koller, Michael Bloch, Patricia Gruner, Dustin Scheinost, Christopher Pittenger, Michelle Hampson
Time course of clinical change following neurofeedback. NeuroImage 181 (2018)
Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost
Task integration for connectome-based prediction via canonical correlation analysis. ISBI (2018)
Monica D. Rosenberg, Wei-Ting Hsu, Dustin Scheinost, R. Todd Constable, Marvin M. Chun
Connectome-based Models Predict Separable Components of Attention in Novel Individuals. J. Cogn. Neurosci. 30 (2) (2018)
Emily S. Finn, Dustin Scheinost, Daniel M. Finn, Xilin Shen, Xenophon Papademetris, R. Todd Constable
Can brain state be manipulated to emphasize individual differences in functional connectivity? NeuroImage 160 (2017)
Stephanie Noble, Dustin Scheinost, Emily S. Finn, Xilin Shen, Xenophon Papademetris, Sarah C. McEwen, Carrie E. Bearden, Jean Addington, Bradley G. Goodyear, Kristin S. Cadenhead, Heline Mirzakhanian, Barbara A. Cornblatt, Doreen M. Olvet, Daniel H. Mathalon, Thomas H. McGlashan, Diana O. Perkins, Aysenil Belger, Larry J. Seidman, Heidi W. Thermenos, Ming T. Tsuang, Theo G. M. van Erp
Multisite reliability of MR-based functional connectivity. NeuroImage 146 (2017)
Mehraveh Salehi, Amin Karbasi, Dustin Scheinost, R. Todd Constable
A Submodular Approach to Create Individualized Parcellations of the Human Brain. MICCAI (1) (2017)
MaoLin Qiu, Dustin Scheinost, Ramachandran Ramani, R. Todd Constable
Multi-modal analysis of functional connectivity and cerebral blood flow reveals shared and unique effects of propofol in large-scale brain networks. NeuroImage 148 (2017)
Dustin Scheinost, Fuyuze Tokoglu, Xilin Shen, Emily S. Finn, Stephanie Noble, Xenophon Papademetris, R. Todd Constable
Fluctuations in Global Brain Activity Are Associated With Changes in Whole-Brain Connectivity of Functional Networks. IEEE Trans. Biomed. Eng. 63 (12) (2016)
Soo Hyun Kwon, Dustin Scheinost, Cheryl Lacadie, Gordon Sze, Karen C. Schneider, Feng Dai, R. Todd Constable, Laura R. Ment
Adaptive mechanisms of developing brain: Cerebral lateralization in the prematurely-born. NeuroImage 108 (2015)
Kathleen A. Garrison, Dustin Scheinost, Emily S. Finn, Xilin Shen, R. Todd Constable
The (in)stability of functional brain network measures across thresholds. NeuroImage 118 (2015)
Dustin Scheinost, Xenophon Papademetris, R. Todd Constable
The impact of image smoothness on intrinsic functional connectivity and head motion confounds. NeuroImage 95 (2014)
Dustin Scheinost, Xilin Shen, Emily S. Finn, Rajita Sinha, R. Todd Constable, Xenophon Papademetris
Coupled Intrinsic Connectivity: A Principled Method for Exploratory Analysis of Paired Data. CDMRI/MMBC@MICCAI (2013)
Kathleen A. Garrison, Dustin Scheinost, Patrick D. Worhunsky, Hani M. Elwafi, Thomas A. Thornhill IV, Evan Thompson, Clifford D. Saron, Gaëlle Desbordes, Hedy Kober, Michelle Hampson, Jeremy R. Gray, R. Todd Constable, Xenophon Papademetris, Judson A. Brewer
Real-time fMRI links subjective experience with brain activity during focused attention. NeuroImage 81 (2013)
R. Todd Constable, Betty R. Vohr, Dustin Scheinost, Jennifer R. Benjamin, Robert K. Fulbright, Cheryl Lacadie, Karen C. Schneider, Karol H. Katz, Heping Zhang, Xenophon Papademetris, Laura R. Ment
A left cerebellar pathway mediates language in prematurely-born young adults. NeuroImage 64 (2013)
Dustin Scheinost, Michelle Hampson, MaoLin Qiu, Jitendra Bhawnani, R. Todd Constable, Xenophon Papademetris
A Graphics Processing Unit Accelerated Motion Correction Algorithm and Modular System for Real-time fMRI. Neuroinformatics 11 (3) (2013)
Dustin Scheinost, Jennifer R. Benjamin, Cheryl Lacadie, Betty R. Vohr, Karen C. Schneider, Laura R. Ment, Xenios Papademetris, R. Todd Constable
The intrinsic connectivity distribution: A novel contrast measure reflecting voxel level functional connectivity. NeuroImage 62 (3) (2012)
Jung W. Suh, Oh-K. Kwon, Dustin Scheinost, Albert J. Sinusas, Gary W. Cline, Xenophon Papademetris
Whole body nonrigid CT-PET registration using weighted demons. ISBI (2011)
Dorit Granot, Dustin Scheinost, Eleni A. Markakis, Xenios Papademetris, Erik M. Shapiro
Serial monitoring of endogenous neuroblast migration by cellular MRI. NeuroImage 57 (3) (2011)
Michelle Hampson, Dustin Scheinost, MaoLin Qiu, Jitendra Bhawnani, Cheryl Lacadie, James F. Leckman, R. Todd Constable, Xenophon Papademetris
Biofeedback of Real-Time Functional Magnetic Resonance Imaging Data from the Supplementary Motor Area Reduces Functional Connectivity to Subcortical Regions. Brain Connect. 1 (1) (2011)
Alark Joshi, Dustin Scheinost, Hirohito Okuda, Dominique Belhachemi, Isabella Murphy, Lawrence H. Staib, Xenophon Papademetris
Unified Framework for Development, Deployment and Robust Testing of Neuroimaging Algorithms. Neuroinformatics 9 (1) (2011)
Alark Joshi, Dustin Scheinost, R. Globinsky, Kenneth P. Vives, Dennis D. Spencer, Lawrence H. Staib, Xenophon Papademetris
Augmented inline-based navigation for stereotactic image guided neurosurgery. ISBI (2011)
Jung W. Suh, Dustin Scheinost, Donald P. Dione, Lawrence W. Dobrucki, Albert J. Sinusas, Xenophon Papademetris
A non-rigid registration method for serial lower extremity hybrid SPECT/CT imaging. Medical Image Anal. 15 (1) (2011)
Jung W. Suh, Dustin Scheinost, Xiaoning Qian, Albert J. Sinusas, Christopher K. Breuer, Xenophon Papademetris
Serial nonrigid vascular registration using weighted normalized mutual information. ISBI (2010)
Dustin Scheinost, Hal Blumenfeld, Xenophon Papademetris
An Improved Unbiased Method for Diffspect Quantification in Epilepsy. ISBI (2009)
H. Chahboune, Asht M. Mishra, Matthew N. DeSalvo, Lawrence H. Staib, Michael J. Purcaro, Dustin Scheinost, Xenios Papademetris, S. J. Fyson, M. L. Lorincz, Vincenzo Crunelli, Fahmeed Hyder, Hal Blumenfeld
DTI abnormalities in anterior corpus callosum of rats with spike-wave epilepsy. NeuroImage 47 (2) (2009)
Jung W. Suh, Dustin Scheinost, Donald P. Dione, Lawrence W. Dobrucki, Albert J. Sinusas, Xenophon Papademetris
A Non-rigid Registration Method for Serial microCT Mouse Hindlimb Images. MICCAI (1) (2009)
Alark Joshi, Dustin Scheinost, Kenneth P. Vives, Dennis D. Spencer, Lawrence H. Staib, Xenophon Papademetris
Novel interaction techniques forneurosurgical planning and stereotactic navigation. IEEE Trans. Vis. Comput. Graph. 14 (6) (2008)