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Interpreting models interpreting brain dynamics.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-15539-2
By:
- Rahman, Md. Mahfuzur;
- Mahmood, Usman;
- Lewis, Noah;
- Gazula, Harshvardhan;
- Fedorov, Alex;
- Fu, Zening;
- Calhoun, Vince D.;
- Plis, Sergey M.
Publication type:
Article
Efficient federated learning for distributed neuroimaging data.
Published in:
Frontiers in Neuroinformatics, 2024, p. 1, doi. 10.3389/fninf.2024.1430987
By:
- Thapaliya, Bishal;
- Ohib, Riyasat;
- Geenjaar, Eloy;
- Jingyu Liu;
- Calhoun, Vince;
- Plis, Sergey M.
Publication type:
Article
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.
Published in:
Frontiers in Neuroinformatics, 2023, p. 1, doi. 10.3389/fninf.2023.1207721
By:
- Martin, Dylan;
- Basodi, Sunitha;
- Panta, Sandeep;
- Rootes-Murdy, Kelly;
- Prae, Paul;
- Sarwate, Anand D.;
- Kelly, Ross;
- Romero, Javier;
- Baker, Bradley T.;
- Gazula, Harshvardhan;
- Bockholt, Jeremy;
- Turner, Jessica A.;
- Esper, Nathalia B.;
- Franco, Alexandre R.;
- Plis, Sergey;
- Calhoun, Vince D.
Publication type:
Article
Causal Inference for Cross-Modal Action Selection: A Computational Study in a Decision Making Framework.
Published in:
Frontiers in Computational Neuroscience, 2016, p. 1, doi. 10.3389/fncom.2016.00062
By:
- Daemi, Mehdi;
- Harris, Laurence R.;
- Crawford, J. Douglas;
- Plis, Sergey M.;
- Goñi, Joaquin
Publication type:
Article
Cortical Sensitivity to Guitar Note Patterns: EEG Entrainment to Repetition and Key.
Published in:
Frontiers in Human Neuroscience, 2017, v. 11, p. 1, doi. 10.3389/fnhum.2017.00090
By:
- Bridwell, David A.;
- Leslie, Emily;
- McCoy, Dakarai Q.;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Chromatic fusion: Generative multimodal neuroimaging data fusion provides multi‐informed insights into schizophrenia.
Published in:
Human Brain Mapping, 2023, v. 44, n. 17, p. 5828, doi. 10.1002/hbm.26479
By:
- Geenjaar, Eloy P.T.;
- Lewis, Noah L.;
- Fedorov, Alex;
- Wu, Lei;
- Ford, Judith M.;
- Preda, Adrian;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Statelets: Capturing recurrent transient variations in dynamic functional network connectivity.
Published in:
Human Brain Mapping, 2022, v. 43, n. 8, p. 2503, doi. 10.1002/hbm.25799
By:
- Rahaman, Md Abdur;
- Damaraju, Eswar;
- Saha, Debbrata K.;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Privacy‐preserving quality control of neuroimaging datasets in federated environments.
Published in:
Human Brain Mapping, 2022, v. 43, n. 7, p. 2289, doi. 10.1002/hbm.25788
By:
- Saha, Debbrata K.;
- Calhoun, Vince D.;
- Du, Yuhui;
- Fu, Zening;
- Kwon, Soo Min;
- Sarwate, Anand D.;
- Panta, Sandeep R.;
- Plis, Sergey M.
Publication type:
Article
Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data.
Published in:
Human Brain Mapping, 2022, v. 43, n. 4, p. 1280, doi. 10.1002/hbm.25720
By:
- Qi, Shile;
- Silva, Rogers F.;
- Zhang, Daoqiang;
- Plis, Sergey M.;
- Miller, Robyn;
- Vergara, Victor M.;
- Jiang, Rongtao;
- Zhi, Dongmei;
- Sui, Jing;
- Calhoun, Vince D.
Publication type:
Article
Decentralized dynamic functional network connectivity: State analysis in collaborative settings.
Published in:
Human Brain Mapping, 2020, v. 41, n. 11, p. 2909, doi. 10.1002/hbm.24986
By:
- Baker, Bradley T.;
- Damaraju, Eswar;
- Silva, Rogers F.;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Amalgamating evidence of dynamics.
Published in:
Synthese, 2019, v. 196, n. 8, p. 3213, doi. 10.1007/s11229-017-1568-8
By:
- Danks, David;
- Plis, Sergey
Publication type:
Article
Independent Component Analysis for Brain fMRI Does Indeed Select for Maximal Independence.
Published in:
PLoS ONE, 2013, v. 8, n. 8, p. 1, doi. 10.1371/journal.pone.0073309
By:
- Calhoun, Vince D.;
- Potluru, Vamsi K.;
- Phlypo, Ronald;
- Silva, Rogers F.;
- Pearlmutter, Barak A.;
- Caprihan, Arvind;
- Plis, Sergey M.;
- Adalı, Tülay
Publication type:
Article
Revisiting Functional Dysconnectivity: a Review of Three Model Frameworks in Schizophrenia.
Published in:
Current Neurology & Neuroscience Reports, 2023, v. 23, n. 12, p. 937, doi. 10.1007/s11910-023-01325-8
By:
- Harikumar, Amritha;
- Solovyeva, Kseniya P.;
- Misiura, Maria;
- Iraji, Armin;
- Plis, Sergey M.;
- Pearlson, Godfrey D.;
- Turner, Jessica A.;
- Calhoun, Vince D.
Publication type:
Article
High and Low Levels of an NTRK2-Driven Genetic Profile Affect Motor- and Cognition-Associated Frontal Gray Matter in Prodromal Huntington’s Disease.
Published in:
Brain Sciences (2076-3425), 2018, v. 8, n. 7, p. 116, doi. 10.3390/brainsci8070116
By:
- Ciarochi, Jennifer A.;
- Turner, Jessica A.;
- Liu, Jingyu;
- Bockholt, H. Jeremy;
- Espinoza, Flor A.;
- Caprihan, Arvind;
- Plis, Sergey;
- Calhoun, Vince;
- Johnson, Hans;
- Paulsen, Jane S.;
- Misiura, Maria
Publication type:
Article
Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence.
Published in:
JAMA Neurology, 2023, v. 80, n. 8, p. 805, doi. 10.1001/jamaneurol.2023.1645
By:
- Tveit, Jesper;
- Aurlien, Harald;
- Plis, Sergey;
- Calhoun, Vince D.;
- Tatum, William O.;
- Schomer, Donald L.;
- Arntsen, Vibeke;
- Cox, Fieke;
- Fahoum, Firas;
- Gallentine, William B.;
- Gardella, Elena;
- Hahn, Cecil D.;
- Husain, Aatif M.;
- Kessler, Sudha;
- Kural, Mustafa Aykut;
- Nascimento, Fábio A.;
- Tankisi, Hatice;
- Ulvin, Line B.;
- Wennberg, Richard;
- Beniczky, Sándor
Publication type:
Article
COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data.
Published in:
Frontiers in Neuroscience, 2016, p. 1, doi. 10.3389/fnins.2016.00365
By:
- Plis, Sergey M.;
- Sarwate, Anand D.;
- Wood, Dylan;
- Dieringer, Christopher;
- Landis, Drew;
- Reed, Cory;
- Panta, Sandeep R.;
- Turner, Jessica A.;
- Shoemaker, Jody M.;
- Carter, Kim W.;
- Thompson, Paul;
- Hutchison, Kent;
- Calhoun, Vince D.
Publication type:
Article
Group-level component analyses of EEG: validation and evaluation.
Published in:
Frontiers in Neuroscience, 2015, p. 1, doi. 10.3389/fnins.2015.00254
By:
- Huster, Rene J.;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Deep learning for neuroimaging: a validation study.
Published in:
Frontiers in Neuroscience, 2014, p. 1, doi. 10.3389/fnins.2014.00229
By:
- Plis, Sergey M.;
- Hjelm, Devon R.;
- Salakhutdinov, Ruslan;
- Allen, Elena A.;
- Bockholt, Henry J.;
- Long, Jeffrey D.;
- Johnson, Hans J.;
- Paulsen, Jane S.;
- Turner, Jessica A.;
- Calhoun, Vince D.
Publication type:
Article
A Deep Learning Model for Data-Driven Discovery of Functional Connectivity.
Published in:
Algorithms, 2021, v. 14, n. 3, p. 75, doi. 10.3390/a14030075
By:
- Mahmood, Usman;
- Fu, Zening;
- Calhoun, Vince D.;
- Plis, Sergey;
- Sarica, Alessia;
- Werner, Frank
Publication type:
Article
Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity.
Published in:
Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00055
By:
- Gazula, Harshvardhan;
- Baker, Bradley T.;
- Damaraju, Eswar;
- Plis, Sergey M.;
- Panta, Sandeep R.;
- Silva, Rogers F.;
- Calhoun, Vince D.
Publication type:
Article
Pyrcca: Regularized Kernel Canonical Correlation Analysis in Python and Its Applications to Neuroimaging.
Published in:
Frontiers in Neuroinformatics, 2016, v. 10, p. 1, doi. 10.3389/fninf.2016.00049
By:
- Bilenko, Natalia Y.;
- Gallant, Jack L.;
- Plis, Sergey M.;
- Li Dong
Publication type:
Article
A deep learning approach to estimating initial conditions of Brain Network Models in reference to measured fMRI data.
Published in:
Frontiers in Neuroscience, 2023, p. 1, doi. 10.3389/fnins.2023.1159914
By:
- Kashyap, Amrit;
- Plis, Sergey;
- Ritter, Petra;
- Keilholz, Shella
Publication type:
Article
A deep learning approach for mental health quality prediction using functional network connectivity and assessment data.
Published in:
Brain Imaging & Behavior, 2024, v. 18, n. 3, p. 630, doi. 10.1007/s11682-024-00857-y
By:
- Ajith, Meenu;
- Aycock, Dawn M.;
- Tone, Erin B.;
- Liu, Jingyu;
- Misiura, Maria B.;
- Ellis, Rebecca;
- Plis, Sergey M.;
- King, Tricia Z.;
- Dotson, Vonetta M.;
- Calhoun, Vince
Publication type:
Article
Tracking Whole-Brain Connectivity Dynamics in the Resting State.
Published in:
Cerebral Cortex, 2014, v. 24, n. 3, p. 663, doi. 10.1093/cercor/bhs352
By:
- Allen, Elena A.;
- Damaraju, Eswar;
- Plis, Sergey M.;
- Erhardt, Erik B.;
- Eichele, Tom;
- Calhoun, Vince D.
Publication type:
Article
The influence of visuospatial attention on unattended auditory 40 Hz responses.
Published in:
Frontiers in Human Neuroscience, 2013, v. 7, p. 1, doi. 10.3389/fnhum.2013.00370
By:
- Roth, Cullen;
- Cota Navin Gupta;
- Plis, Sergey M.;
- Eswar Damaraju;
- Siddharth Khullar;
- Calhoun, Vince D.;
- Bridwell, David A.
Publication type:
Article
Spatio-Temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks.
Published in:
Frontiers in Neuroscience, 2018, p. N.PAG, doi. 10.3389/fnins.2018.00600
By:
- Hjelm, R. Devon;
- Damaraju, Eswar;
- Cho, Kyunghyun;
- Laufs, Helmut;
- Plis, Sergey M.;
- Calhoun, Vince D.
Publication type:
Article
Relationships between alpha oscillations during speech preparation and the listener N400 ERP to the produced speech.
Published in:
Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-31038-9
By:
- Bridwell, David A.;
- Henderson, Sarah;
- Sorge, Marieke;
- Plis, Sergey;
- Calhoun, Vince D.
Publication type:
Article
Patterns of co-Occurring gray Matter concentration loss across the huntington Disease Prodrome.
Published in:
Frontiers in Neurology, 2016, p. 1, doi. 10.3389/fneur.2016.00147
By:
- Ciarochi, Jennifer Ashley;
- Calhoun, Vince D.;
- Lourens, Spencer;
- Long, Jeffrey D.;
- Johnson, Hans J.;
- Bockholt, H. Jeremy;
- Jingyu Liu;
- Plis, Sergey M.;
- Paulsen, Jane S.;
- Turner, Jessica A.
Publication type:
Article
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning.
Published in:
Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-020-20655-6
By:
- Abrol, Anees;
- Fu, Zening;
- Salman, Mustafa;
- Silva, Rogers;
- Du, Yuhui;
- Plis, Sergey;
- Calhoun, Vince
Publication type:
Article
A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets.
Published in:
Frontiers in Neuroinformatics, 2016, p. 1, doi. 10.3389/fninf.2016.00009
By:
- Panta, Sandeep R.;
- Runtang Wang;
- Fries, Jill;
- Kalyanam, Ravi;
- Speer, Nicole;
- Banich, Marie;
- Kiehl, Kent;
- King, Margaret;
- Milham, Michael;
- Wager, Tor D.;
- Turner, Jessica A.;
- Plis, Sergey M.;
- Calhoun, Vince D.;
- Ferguson, Adam R.;
- Mwangi, Benson
Publication type:
Article
Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation.
Published in:
Frontiers in Neuroinformatics, 2014, p. 1, doi. 10.3389/fninf.2014.00035
By:
- Sarwate, Anand D.;
- Plis, Sergey M.;
- Turner, Jessica A.;
- Arbabshirani, Mohammad R.;
- Calhoun, Vince D.
Publication type:
Article

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