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ORCIDDustin Scheinost
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2020 – today
- 2024
[c25]Qinghao Liang, Brendan Adkinson, Rongtao Jiang, Dustin Scheinost:
Overcoming Atlas Heterogeneity in Federated Learning for Cross-Site Connectome-Based Predictive Modeling. MICCAI (10) 2024: 579-588- [i3]Ling Han, Hao Huang, Dustin Scheinost
, Mary-Anne Hartley, María Rodríguez Martínez:
Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases. CoRR abs/2405.14020 (2024) - 2023
- [j45]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: 102864 (2023) - [j44]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): 100756 (2023) - [c24]Javid Dadashkarimi, Matthew Rosenblatt, Amin Karbasi, Dustin Scheinost:
Stacking multiple optimal transport policies to map functional connectomes. CISS 2023: 1-6 - [c23]Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost:
Gradient-Based Enhancement Attacks in Biomedical Machine Learning. CLIP/FAIMI/EPIMI@MICCAI 2023: 301-312 - [i2]Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost:
Enhancement attacks in biomedical machine learning. CoRR abs/2301.01885 (2023) - 2022
- [j43]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): 1810-1841 (2022) - [j42]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: 119040 (2022) - [j41]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: 119279 (2022) - [j40]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: 119364 (2022) - [j39]Raimundo X. Rodriguez, Stephanie Noble, Link Tejavibulya, Dustin Scheinost:
Leveraging edge-centric networks complements existing network-level inference for functional connectomes. NeuroImage 264: 119742 (2022) - [j38]Saige Rutherford, Pascal Sturmfels, Mike Angstadt, Jasmine L. Hect, Jenna Wiens, Marion I. van den Heuvel, Dustin Scheinost, Chandra Sekhar Sripada, Moriah E. Thomason:
Automated Brain Masking of Fetal Functional MRI with Open Data. Neuroinformatics 20(1): 173-185 (2022) - [c22]Matthew Rosenblatt, Dustin Scheinost:
Data Poisoning Attack and Defenses in Connectome-Based Predictive Models. EPIMI/ML-CDS@MICCAI 2022: 3-13 - [c21]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: 118-127 - [c20]Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost:
Combining Multiple Atlases to Estimate Data-Driven Mappings Between Functional Connectomes Using Optimal Transport. MICCAI (1) 2022: 386-395 - [c19]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: 396-405 - 2021
- [j37]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: 102233 (2021) - [j36]David O'Connor, Evelyn M. R. Lake, Dustin Scheinost, R. Todd Constable:
Resample aggregating improves the generalizability of connectome predictive modeling. NeuroImage 236: 118044 (2021) - [j35]Siyuan Gao, Xinyue Xia, Dustin Scheinost, Gal Mishne:
Smooth graph learning for functional connectivity estimation. NeuroImage 239: 118289 (2021) - [c18]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: 738-742 - [c17]Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost:
Data-Driven Mapping Between Functional Connectomes Using Optimal Transport. MICCAI (3) 2021: 293-302 - [i1]Javid Dadashkarimi, Amin Karbasi, Dustin Scheinost:
Data-driven mapping between functional connectomes using optimal transport. CoRR abs/2107.01303 (2021) - 2020
- [j34]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): 241-255 (2020) - [j33]Mehraveh Salehi, Amin Karbasi, Daniel S. Barron, Dustin Scheinost, R. Todd Constable:
Individualized functional networks reconfigure with cognitive state. NeuroImage 206 (2020) - [j32]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: 116366 (2020) - [j31]Stephanie Noble, Dustin Scheinost, R. Todd Constable:
Cluster failure or power failure? Evaluating sensitivity in cluster-level inference. NeuroImage 209: 116468 (2020) - [j30]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: 116684 (2020) - [j29]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: 117043 (2020) - [c16]Siyuan Gao, Gal Mishne, Dustin Scheinost:
Poincaré Embedding Reveals Edge-Based Functional Networks of the Brain. MICCAI (7) 2020: 448-457 - [c15]Stephanie Noble, Dustin Scheinost:
The Constrained Network-Based Statistic: A New Level of Inference for Neuroimaging. MICCAI (7) 2020: 458-468
2010 – 2019
- 2019
- [j28]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: 14-25 (2019) - [j27]Corey Horien, Xilin Shen, Dustin Scheinost, R. Todd Constable:
The individual functional connectome is unique and stable over months to years. NeuroImage 189: 676-687 (2019) - [j26]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: 35-45 (2019) - [j25]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: 212-223 (2019) - [j24]Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost:
Combining multiple connectomes improves predictive modeling of phenotypic measures. NeuroImage 201 (2019) - [j23]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) - [c14]Dustin Scheinost:
Motion correction for fetal functional magnetic resonance imaging. CISS 2019: 1 - [c13]Siyuan Gao, Gal Mishne, Dustin Scheinost:
A Hierarchical Manifold Learning Framework for High-Dimensional Neuroimaging Data. IPMI 2019: 631-643 - [c12]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: 64-73 - [c11]Siyuan Gao, Xilin Shen, R. Todd Constable, Dustin Scheinost:
Combining Multiple Behavioral Measures and Multiple Connectomes via Multipath Canonical Correlation Analysis. MICCAI (3) 2019: 772-780 - 2018
- [j22]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) - [j21]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: 11-22 (2018) - [j20]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: 172-175 (2018) - [j19]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: 54-67 (2018) - [j18]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: 807-813 (2018) - [c10]Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost:
Task integration for connectome-based prediction via canonical correlation analysis. ISBI 2018: 87-91 - [c9]Dustin Scheinost, John A. Onofrey, Soo Hyun Kwon, Sarah N. Cross, Gordon Sze, Laura R. Ment, Xenophon Papademetris:
A fetal fMRI specific motion correction algorithm using 2nd order edge features. ISBI 2018: 1288-1292 - [c8]Siyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost:
Combining Multiple Connectomes via Canonical Correlation Analysis Improves Predictive Models. MICCAI (3) 2018: 349-356 - 2017
- [j17]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: 959-970 (2017) - [j16]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: 130-140 (2017) - [j15]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: 140-151 (2017) - [c7]Mehraveh Salehi, Amin Karbasi, Dustin Scheinost, R. Todd Constable:
A Submodular Approach to Create Individualized Parcellations of the Human Brain. MICCAI (1) 2017: 478-485 - 2016
- [j14]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): 2540-2549 (2016) - 2015
- [j13]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: 144-150 (2015) - [j12]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: 651-661 (2015) - 2014
- [j11]Dustin Scheinost, Xenophon Papademetris, R. Todd Constable:
The impact of image smoothness on intrinsic functional connectivity and head motion confounds. NeuroImage 95: 13-21 (2014) - 2013
- [j10]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: 371-378 (2013) - [j9]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: 110-118 (2013) - [j8]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): 291-300 (2013) - [c6]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: 219-227 - 2012
- [j7]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): 1510-1519 (2012) - 2011
- [j6]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): 91-98 (2011) - [j5]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): 96-111 (2011) - [j4]Dorit Granot, Dustin Scheinost, Eleni A. Markakis, Xenios Papademetris, Erik M. Shapiro:
Serial monitoring of endogenous neuroblast migration by cellular MRI. NeuroImage 57(3): 817-824 (2011) - [j3]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): 69-84 (2011) - [c5]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: 1223-1226 - [c4]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: 1869-1872 - 2010
- [c3]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: 25-28
2000 – 2009
- 2009
- [j2]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): 459-466 (2009) - [c2]Dustin Scheinost, Hal Blumenfeld, Xenophon Papademetris:
An Improved Unbiased Method for Diffspect Quantification in Epilepsy. ISBI 2009: 927-930 - [c1]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: 688-695 - 2008
- [j1]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): 1587-1594 (2008)
Coauthor Index
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