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Mustafa S Salman
Mustafa S Salman
Verified email at gatech.edu - Homepage
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NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, A Abrol, MA Rahaman, ...
NeuroImage: Clinical 28, 102375, 2020
2272020
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning
A Abrol, Z Fu, M Salman, R Silva, Y Du, S Plis, V Calhoun
Nature communications 12 (1), 353, 2021
1492021
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder
Y Du, GD Pearlson, D Lin, J Sui, J Chen, M Salman, CA Tamminga, ...
Human brain mapping 38 (5), 2683-2708, 2017
1062017
Group ICA for identifying biomarkers in schizophrenia:‘Adaptive’networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression
MS Salman, Y Du, D Lin, Z Fu, A Fedorov, E Damaraju, J Sui, J Chen, ...
NeuroImage: Clinical 22, 101747, 2019
932019
Determining the number of states in dynamic functional connectivity using cluster validity indexes
VM Vergara, M Salman, A Abrol, FA Espinoza, VD Calhoun
Journal of neuroscience methods 337, 108651, 2020
472020
Parallel group ICA+ ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia
S Qi, J Sui, J Chen, J Liu, R Jiang, R Silva, A Iraji, E Damaraju, M Salman, ...
Human brain mapping 40 (13), 3795-3809, 2019
282019
Evidence of shared and distinct functional and structural brain signatures in schizophrenia and autism spectrum disorder
Y Du, Z Fu, Y Xing, D Lin, G Pearlson, P Kochunov, LE Hong, S Qi, ...
Communications biology 4 (1), 1073, 2021
272021
NeuroMark: an adaptive independent component analysis framework for estimating reproducible and comparable fMRI biomarkers among brain disorders
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, V Calhoun
MedRxiv, 19008631, 2019
242019
Neuromark: a fully automated ica method to identify effective fmri markers of brain disorders
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, MA Rahaman, A Abrol, ...
medRxiv, 19008631, 2019
172019
Identifying FMRI dynamic connectivity states using affinity propagation clustering method: Application to schizophrenia
MS Salman, Y Du, VD Calhoun
2017 IEEE international conference on acoustics, speech and signal …, 2017
142017
Decreased cross-domain mutual information in schizophrenia from dynamic connectivity states
MS Salman, VM Vergara, E Damaraju, VD Calhoun
Frontiers in Neuroscience 13, 457620, 2019
132019
Group information guided ICA shows more sensitivity to group differences than dual-regression
MS Salman, Y Du, E Damaraju, Q Lin, VD Calhoun
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
132017
Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning
A Abrol, Z Fu, M Salman, R Silva, Y Du, S Plis, V Calhoun
BioRxiv, 2020.04. 14.041582, 2020
122020
Identifying canonical and replicable multi‐scale intrinsic connectivity networks in 100k+ resting‐state fMRI datasets
A Iraji, Z Fu, A Faghiri, M Duda, J Chen, S Rachakonda, T DeRamus, ...
Human brain mapping 44 (17), 5729-5748, 2023
92023
Canonical and Replicable Multi-Scale Intrinsic Connectivity Networks in 100k+ Resting-State fMRI Datasets
A Iraji, Z Fu, A Faghiri, M Duda, J Chen, S Rachakonda, T DeRamus, ...
bioRxiv, 2022.09. 03.506487, 2022
92022
I.(2020). NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, A Abrol, MA Rahaman, ...
Neuroimage Clin 28, 102375, 0
8
An approach to automatically label and order brain activity/component maps
MS Salman, TD Wager, E Damaraju, A Abrol, VM Vergara, Z Fu, ...
Brain Connectivity 12 (1), 85-95, 2022
72022
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders. Neuroimage Clin 28, 102375
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, A Abrol, MA Rahaman, ...
72020
Machine Learning Predicts Treatment Response in Bipolar & Major Depression Disorders
MS Salman, E Verner, HJ Bockholt, Z Fu, VD Calhoun
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021
52021
Neuromark: a fully automated ica method to identify effective fmri markers of brain disorders. medRxiv, 19008631
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, MA Rahaman, A Abrol, ...
DOI 10, 19008631, 2019
52019
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