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Applications of Resting State Functional MR Imaging to Traumatic Brain Injury.
O'Neill TJ, Davenport EM, Murugesan G, Montillo A, Maldjian JA. O'Neill TJ, et al. Among authors: montillo a. Neuroimaging Clin N Am. 2017 Nov;27(4):685-696. doi: 10.1016/j.nic.2017.06.006. Epub 2017 Aug 18. Neuroimaging Clin N Am. 2017. PMID: 28985937 Free PMC article. Review.
Quantifying the Impact of Type 2 Diabetes on Brain Perfusion Using Deep Neural Networks.
Saghafi B, Garg P, Wagner BC, Smith SC, Xu J, Madhuranthakam AJ, Jung Y, Divers J, Freedman BI, Maldjian JA, Montillo A. Saghafi B, et al. Among authors: montillo a. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017). 2017 Sep;10553:151-159. doi: 10.1007/978-3-319-67558-9_18. Epub 2017 Sep 9. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017). 2017. PMID: 31650132 Free PMC article.
Automatic 1D Convolutional Neural Network-based Detection of Artifacts in MEG acquired without Electrooculography or Electrocardiography.
Garg P, Davenport E, Murugesan G, Wagner B, Whitlow C, Maldjian J, Montillo A. Garg P, et al. Among authors: montillo a. Int Workshop Pattern Recognit Neuroimaging. 2017 Jun;2017:10.1109/PRNI.2017.7981506. doi: 10.1109/PRNI.2017.7981506. Epub 2017 Jul 20. Int Workshop Pattern Recognit Neuroimaging. 2017. PMID: 31656826 Free PMC article.
Using Convolutional Neural Networks to Automatically Detect Eye-Blink Artifacts in Magnetoencephalography Without Resorting to Electrooculography.
Garg P, Davenport E, Murugesan G, Wagner B, Whitlow C, Maldjian J, Montillo A. Garg P, et al. Among authors: montillo a. Med Image Comput Comput Assist Interv. 2017 Sep;10435:374-381. doi: 10.1007/978-3-319-66179-7_43. Epub 2017 Sep 4. Med Image Comput Comput Assist Interv. 2017. PMID: 31656959 Free PMC article.
Quantifying the Association between White Matter Integrity Changes and Subconcussive Head Impact Exposure from a Single Season of Youth and High School Football using 3D Convolutional Neural Networks.
Saghafi B, Murugesan G, Davenport E, Wagner B, Urban J, Kelley M, Jones D, Powers A, Whitlow C, Stitzel J, Maldjian J, Montillo A. Saghafi B, et al. Among authors: montillo a. Proc SPIE Int Soc Opt Eng. 2018 Feb;10575:105750E. doi: 10.1117/12.2293023. Epub 2018 Feb 27. Proc SPIE Int Soc Opt Eng. 2018. PMID: 31741549 Free PMC article.
Changes in resting state MRI networks from a single season of football distinguishes controls, low, and high head impact exposure.
Murugesan G, Famili A, Davenport E, Wagner B, Urban J, Kelley M, Jones D, Whitlow C, Stitzel J, Maldjian J, Montillo A. Murugesan G, et al. Among authors: montillo a. Proc IEEE Int Symp Biomed Imaging. 2017 Apr;2017:464-467. doi: 10.1109/ISBI.2017.7950561. Epub 2017 Jun 19. Proc IEEE Int Symp Biomed Imaging. 2017. PMID: 31741701 Free PMC article.
Single Season Changes in Resting State Network Power and the Connectivity between Regions: Distinguish Head Impact Exposure Level in High School and Youth Football Players.
Murugesan G, Saghafi B, Davenport E, Wagner B, Urban J, Kelley M, Jones D, Powers A, Whitlow C, Stitzel J, Maldjian J, Montillo A. Murugesan G, et al. Among authors: montillo a. Proc SPIE Int Soc Opt Eng. 2018 Feb;10575:105750F. doi: 10.1117/12.2293199. Epub 2018 Feb 27. Proc SPIE Int Soc Opt Eng. 2018. PMID: 31787799 Free PMC article.
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