Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium.
Xi ZhuYoojean KimOrren RavidXiaofu HeBenjamin Suarez-JimenezSigal Zilcha-ManoAmit LazarovSeonjoo LeeChadi G. AbdallahMichael AngstadtChristopher L. AverillC. Lexi BairdLee BaughJennifer Urbano BlackfordJessica BomyeaSteven E. BruceRichard A. BryantZhihong CaoKyle ChoiJosh M. CislerAndrew S. CottonJudith K. DanielsNicholas D. DavenportRichard J. DavidsonMichael D. DeBellisEmily L. DennisMaria DensmoreTerri A. deRoon-CassiniSeth G. DisnerWissam El-HageAmit EtkinNegar FaniKelene A. FerchoJacklynn M. FitzgeraldGina L. ForsterJessie L. FrijlingElbert GeuzeAtilla GonencEvan M. GordonStaci GruberDaniel W. GrupeJeffrey P. GuenetteCourtney C. HaswellRyan J. HerringaJulia HerzogDavid Bernd HofmannBobak HosseiniAnna R. HudsonAshley A. HugginsJonathan C. IpserNeda JahanshadMeilin Jia-RichardsTanja JovanovicMilissa L. KaufmanMitzy KennisAnthony KingPhilipp KinzelSaskia B. J. KochInga KoerteSheri-Michelle KoopowitzMayuresh S. KorgaonkarJohn H. KrystalRuth A. LaniusChristine L. LarsonLauren A. M. LeboisGen LiIsrael LiberzonGuang Ming LuYifeng LuoVincent A. MagnottaAntje MantheyAdi Maron-KatzGeoffery MayKatie McLaughlinSven C. MuellerLaura NawijnSteven M. NelsonRichard W. J. NeufeldJack B. NitschkeErin M. O'LearyBunmi O. OlatunjiMiranda OlffMatthew PeverillK. Luan PhanRongfeng QiYann QuidéIvan RektorKerry J. ResslerPavel RihaMarisa RossIsabelle M. RossoLauren E. SalminenKelly A. SambrookChristian SchmahlMartha Elizabeth ShentonMargaret A. SheridanChiahao ShihMaurizio SicorelloAnika SierkAlan N. SimmonsRaluca M. SimonsJeffrey S. SimonsScott R. SponheimMurray B. SteinDan J. SteinJennifer S. StevensThomas StraubeDelin SunJean ThébergePaul M. ThompsonSophia I. ThomopoulosNic J. A. van der WeeSteven J. A. van der WerffTheo G. M. van ErpSanne J. H. van RooijMirjam van ZuidenTim VarkevisserDick J. VeltmanRobert R. J. M. VermeirenHenrik WalterLi WangXin WangCarissa N. WeisSherry WinternitzHong XieYe ZhuMelanie WallYuval NeriaRajendra A. MoreyPublished in: NeuroImage (2023)
Keyphrases
- complex networks
- big data
- data driven
- computational approaches
- social networks
- data processing
- business intelligence
- machine learning methods
- statistical analysis
- machine learning
- cloud computing
- big data analytics
- high precision
- supervised learning
- database systems
- feature selection
- social computing
- vast amounts of data