Searching Reproducible Brain Features using NeuroMark: Templates for Different Age Populations and Imaging Modalities
Fu, Zening, Batta, Ishaan, Wu, Lei, Abrol, Anees, Agcaoglu, Oktay, Salman, Mustafa S, Du, Yuhui, Iraji, Armin, Shultz, Sarah, Sui, Jing, Calhoun, Vince D.
Published in NeuroImage (Orlando, Fla.) (15.04.2024)
Published in NeuroImage (Orlando, Fla.) (15.04.2024)
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Journal Article
Group ICA for identifying biomarkers in schizophrenia: 'Adaptive' networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression
Salman, Mustafa S, Du, Yuhui, Lin, Dongdong, Fu, Zening, Fedorov, Alex, Damaraju, Eswar, Sui, Jing, Chen, Jiayu, Mayer, Andrew R, Posse, Stefan, Mathalon, Daniel H, Ford, Judith M, Van Erp, Theodorus, Calhoun, Vince D
Published in NeuroImage clinical (01.01.2019)
Published in NeuroImage clinical (01.01.2019)
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Journal Article
Decreased Cross-Domain Mutual Information in Schizophrenia From Dynamic Connectivity States
Salman, Mustafa S, Vergara, Victor M, Damaraju, Eswar, Calhoun, Vince D
Published in Frontiers in neuroscience (22.08.2019)
Published in Frontiers in neuroscience (22.08.2019)
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Journal Article
Multi-study evaluation of neuroimaging-based prediction of medication class in mood disorders
Salman, Mustafa S., Verner, Eric, Bockholt, H. Jeremy, Fu, Zening, Misiura, Maria, Baker, Bradley T., Osuch, Elizabeth, Sui, Jing, Calhoun, Vince D.
Published in Psychiatry research. Neuroimaging (01.08.2023)
Published in Psychiatry research. Neuroimaging (01.08.2023)
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Journal Article
Topological Characteristics of 5d Spatially Dynamic Brain Networks in Schizophrenia
Salman, Mustafa S., Iraji, Armin, Lewis, Noah, Calhoun, Vince D.
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
An Approach to Automatically Label and Order Brain Activity/Component Maps
Salman, Mustafa S, Wager, Tor D, Damaraju, Eswar, Abrol, Anees, Vergara, Victor M, Fu, Zening, Calhoun, Vince D
Published in Brain connectivity (01.02.2022)
Published in Brain connectivity (01.02.2022)
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Journal Article
Weak Mutual Information Between Functional Domains in Schizophrenia
Salman, Mustafa S, Vergara, Victor M, Damaraju, Eswar, Calhoun, Vince D
Published in 2018 52nd Asilomar Conference on Signals, Systems, and Computers (01.10.2018)
Published in 2018 52nd Asilomar Conference on Signals, Systems, and Computers (01.10.2018)
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Conference Proceeding
Functional Connectivity Stability: A Signature of Neurocognitive Development and Psychiatric Problems in Children
Fu, Zening, Salman, Mustafa S., Liu, Jingyu, Calhoun, Vince D.
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
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Conference Proceeding
Machine Learning Predicts Treatment Response in Bipolar & Major Depression Disorders
Salman, Mustafa S., Verner, Eric, Bockholt, H. Jeremy, Fu, Zening, Calhoun, Vince D.
Published in 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (25.10.2021)
Published in 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (25.10.2021)
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Conference Proceeding
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment
Baker, Bradley T., Salman, Mustafa S., Fu, Zening, Iraji, Armin, Osuch, Elizabeth, Bockholt, H. Jeremy, Calhoun, Vince D.
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
Identifying FMRI dynamic connectivity states using affinity propagation clustering method: Application to schizophrenia
Salman, Mustafa S., Yuhui Du, Calhoun, Vince D.
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Group information guided ICA shows more sensitivity to group differences than dual-regression
Salman, Mustafa S., Yuhui Du, Damaraju, Eswar, Qiuhua Lin, Calhoun, Vince D.
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
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Conference Proceeding
Group ICA for Identifying Biomarkers in Schizophrenia: 'Adaptive' Networks via Spatially Constrained ICA Show More Sensitivity to Group Differences than Spatio-temporal Regression
Salman, Mustafa S, Du, Yuhui, Lin, Dongdong, Fu, Zening, Damaraju, Eswar, Sui, Jing, Chen, Jiayu, Yu, Qingbao, Mayer, Andrew R, Posse, Stefan, Mathalon, Daniel H, d, Judith M, Theodorus Van Erp, Calhoun, Vince D
Published in bioRxiv (29.09.2018)
Published in bioRxiv (29.09.2018)
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Paper
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment
Baker, Bradley T, Salman, Mustafa S, Fu, Zening, Iraji, Armin, Osuch, Elizabeth, Bockholt, Jeremy, Calhoun, Vince D
Year of Publication 12.02.2024
Year of Publication 12.02.2024
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Journal Article
Fully automated ordering and labeling of ICA components
Salman, Mustafa S., Wager, Tor D., Damaraju, Eswar, Abrol, Anees, Calhoun, Vince D.
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
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Conference Proceeding
An Approach to Automatically Label & Order Brain Activity/Component Maps
Salman, Mustafa S, Wager, Tor D, Damaraju, Eswar, Calhoun, Vince D
Published in bioRxiv (01.09.2020)
Published in bioRxiv (01.09.2020)
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Paper