114
Views
5
CrossRef citations to date
0
Altmetric
Original Research

Integrating Unified Medical Language System and Kleinberg’s Burst Detection Algorithm into Research Topics of Medications for Post-Traumatic Stress Disorder

, ORCID Icon, , , , & ORCID Icon show all
Pages 3899-3913 | Published online: 24 Sep 2020

References

  • ShalevA, LiberzonI, MarmarC. Post-traumatic stress disorder. N Engl J Med. 2017;376(25):2459–2469. doi:10.1056/NEJMra161249928636846
  • ReddyMK, AndersonBJ, LiebschutzJ, SteinMD. Factor structure of PTSD symptoms in opioid-dependent patients rating their overall trauma history. Drug Alcohol Depend. 2013;132(3):597–602. doi:10.1016/j.drugalcdep.2013.04.00923647728
  • FriedmanMJ, BernardyNC. Considering future pharmacotherapy for PTSD. Neurosci Lett. 2017;649:181–185. doi:10.1016/j.neulet.2016.11.04827890743
  • LiuP. Research progress on prevention and treatment of posttraumatic stress disorder. Chin J Drug Appl Monitoring. 2017;14(1):1–5,18.
  • WilsonC. Blood pressure drug may ease PTSD. New Sci. 2019;241(3218):10. doi:10.1016/S0262-4079(19)30311-2
  • OeM, IshidaT, FujimotoS, UrasakiT, UchimuraN. Heart rate variability of PTSD patients in trauma-related words condition: a preliminary study. Psychother Psychosom. 2019;88(Suppl 1):98–99.
  • GuptaM, SheridanA. Externalizing Behaviors in Posttraumatic Stress Disorder (PTSD) are related to the Severity of Sleep-Related Breathing Disorder (SRBD) and indices of hyperarousal. Biol Psychiat. 2019;85(10):S215. doi:10.1016/j.biopsych.2019.03.544
  • MottJM, BarreraTL, HernandezC, GrahamDP, TengEJ. Rates and predictors of referral for individual psychotherapy, group psychotherapy, and medications among Iraq and Afghanistan veterans with PTSD. J Behav Health Serv Res. 2014;41(2):99–109. doi:10.1007/s11414-013-9352-023838747
  • DantasHDS, AndradeAGD. Comorbidity of post traumatic stress disorder (PTSD) with alcohol and drug abuse and dependency: a literature review. Revista de Psiquiatria Clínica. 2007;35:55–60. doi:10.1590/S0101-60832008000700012
  • KrystalJH, DavisLL, NeylanTC, et al. It is time to address the crisis in the pharmacotherapy of posttraumatic stress disorder: a consensus statement of the PTSD psychopharmacology working group. Biol Psychiatry. 2017;82(7):e51–e59. doi:10.1016/j.biopsych.2017.03.00728454621
  • SweilehWM. A bibliometric analysis of health-related literature on natural disasters from 1900 to 2017. Health Res Policy Syst. 2019;17(1):18. doi:10.1186/s12961-019-0418-130744641
  • AltalibHH, ElzamzamyK, FattahM, AliSS, AwaadR. Mapping global Muslim mental health research: analysis of trends in the English literature from 2000 to 2015. Glob Ment Health (Camb). 2019;6:e6. doi:10.1017/gmh.2019.331157114
  • LuzMP, MendlowiczM, Marques-PortellaC, et al. PTSD criterion A1 events: a literature-based categorization. J Trauma Stress. 2011;24(3):243–251. doi:10.1002/jts.2063321547956
  • FigueiraI, da LuzM, BragaRJ, CabizucaM, CoutinhoE, MendlowiczMV. The increasing internationalization of mainstream posttraumatic stress disorder research: a bibliometric study. J Trauma Stress. 2007;20(1):89–95. doi:10.1002/jts.2018317343266
  • KleinbergJ. Bursty and hierarchical structure in streams. Data Min Knowl Disc. 2003;7(4):373–397. doi:10.1023/a:1024940629314
  • XuS. The research trend on drug therapy for systemic inflammatory response syndrome based on burst detection [M.Sc. Thesis]. China Medical University; 2010.
  • WangMT. Analysis of theme mutation based on burst detection. Inf Sci. 2016;34(12):36–39.
  • ManeKK, BornerK. Mapping topics and topic bursts in PNAS. Proc Natl Acad Sci USA. 2004;101(Suppl 1):5287–5290. doi:10.1073/pnas.030762610014978278
  • KumarR, NovakJ, RaghavanP, TomkinsA. On the bursty evolution of Blogspace. World Wide Web. 2005;8(2):159–178. doi:10.1007/s11280-004-4872-4
  • AraujoL, MereloJJ. Automatic detection of trends in time-stamped sequences: an evolutionary approach. Soft Comput. 2010;14(3):211–227. doi:10.1007/s00500-008-0395-8
  • ShenL, WangS, DaiW, ZhangZ. Detecting the interdisciplinary nature and topic hotspots of robotics in surgery: social network analysis and bibliometric study. J Med Internet Res. 2019;21(3):e12625. doi:10.2196/1262530912752
  • HuangX, FanX, YingJ, ChenS. Emerging trends and research foci in gastrointestinal microbiome. J Transl Med. 2019;17(1):67. doi:10.1186/s12967-019-1810-x30819194
  • ShenL, XiongB, LiW, LanF, EvansR, ZhangW. Visualizing collaboration characteristics and topic burst on international mobile health research: bibliometric analysis. JMIR Mhealth Uhealth. 2018;6(6):e135. doi:10.2196/mhealth.958129871851
  • RosemblatG, ShinD, KilicogluH, SneidermanC, RindfleschTC. A methodology for extending domain coverage in SemRep. J Biomed Inform. 2013;46(6):1099–1107. doi:10.1016/j.jbi.2013.08.00523973273
  • RosemblatG, ResnickMP, AustonI, et al. Extending SemRep to the public health domain. J Am Soc Inf Sci Technol. 2013;64(10):1963–1974. doi:10.1002/asi.2289924729747
  • BejanCA, WeiW-Q, DennyJC. Assessing the role of a medication-indication resource in the treatment relation extraction from clinical text. J Am Med Inf Assoc. 2015;22(E1):E162–E176. doi:10.1136/amiajnl-2014-002954
  • RindfleschTC, FiszmanM. The interaction of domain knowledge and linguistic structure in natural language processing: interpreting hypernymic propositions in biomedical text. J Biomed Inform. 2003;36(6):462–477. doi:10.1016/j.jbi.2003.11.00314759819
  • YanL, LiuCH, GuanJ, CuiL. The development of statistics mining system based on result analysis by application of SemRep. J Med Informatics. 2013;34(4):31–34.
  • LuzMP, MendlowiczM, Marques-PortellaC, et al. PTSD criterion A1 events: a literature-based categorization. J Trauma Stress. 2011;24(3):243–251. doi:10.1002/jts.2063321547956
  • DongK, XuH, LuoR, WeiL, FangS. An integrated method for interdisciplinary topic identification and prediction: a case study on information science and library science. Scientometrics. 2018;115(2):849–868. doi:10.1007/s11192-018-2694-x
  • ChenCM. CiteSpace II: detecting and visualizing emerging trends and transient patterns in scientific literature. J Am Soc Inf Sci Technol. 2006;57(3):359–377. doi:10.1002/asi.20317
  • BezginG, ReidAT, SchubertD, KoetterR. Matching spatial with ontological brain regions using Java tools for visualization, database access, and integrated data analysis. Neuroinformatics. 2009;7(1):7–22. doi:10.1007/s12021-008-9039-519145492
  • DoblinRE, ChristiansenM, JeromeL, BurgeB. The past and future of psychedelic science: an introduction to this issue. J Psychoactive Drugs. 2019;51(2):93–97. doi:10.1080/02791072.2019.160647231132970
  • VermettenE, YehudaR, DoblinR, et al. Should MDMA and psilocybin be used for the treatment of PTSD? Neuropsychopharmacol. 2019;44(Suppl 1):48–49.
  • JonesJ, AdamsA, KaplanN, BrintonJ. Biosynthesis of the hallucinogenic natural product psilocybin in E. coli Abstr Papers Am Chem Soc. 2019;31(257):85.
  • AdamsAM, KaplanNA, WeiZ, et al. In vivo production of psilocybin in E. coli. Metab Eng. 2019;56:111–119. doi:10.1016/j.ymben.2019.09.00931550507
  • VillarrealG, CañiveJM, CalaisLA, ToneyG, SmithAK. Duloxetine in military posttraumatic stress disorder. Psychopharmacol Bull. 2010;43(3):26–34.21150844
  • WalderhaugE, KassermanS, AikinsD, et al. Effects of duloxetine in treatment-refractory men with posttraumatic stress disorder. Pharmacopsychiatry. 2010;43(2):45–49. doi:10.1055/s-0029-123769420108200
  • YooI, HuX. A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE. Proc ACM/IEEE Joint Conf Digital Lib. 2006. doi:10.1145/1141753.1141802
  • LiuY, BillR, FiszmanM, et al. Using SemRep to label semantic relations extracted from clinical text. AMIA Annu Symp Proc. 2012;2012:587–595.23304331
  • KilicogluH, RosemblatG, RindfleschTC. Assigning factuality values to semantic relations extracted from biomedical research literature. PLoS One. 2017;12(7):e0179926. doi:10.1371/journal.pone.017992628678823
  • KredietE, BostoenT, BreeksemaJ, van SchagenA, PassieT, VermettenE. Reviewing the potential of psychedelics for the treatment of PTSD. Int J Neuropsychopharmacol. 2020;23(6):385–400. doi:10.1093/ijnp/pyaa01832170326
  • LyC, GrebAC, CameronLP, et al. Psychedelics promote structural and functional neural plasticity. Cell Rep. 2018;23(11):3170–3182. doi:10.1016/j.celrep.2018.05.02229898390
  • CatlowBJ, SongS, ParedesDA, KirsteinCL, Sanchez-RamosJ. Effects of psilocybin on hippocampal neurogenesis and extinction of trace fear conditioning. Exp Brain Res. 2013;228(4):481–491. doi:10.1007/s00221-013-3579-023727882
  • KraehenmannR, PrellerKH, ScheideggerM, et al. Psilocybin-induced decrease in amygdala reactivity correlates with enhanced positive mood in healthy volunteers. Biol Psychiatry. 2015;78(8):572–581. doi:10.1016/j.biopsych.2014.04.01024882567
  • FrancatiV, VermettenE, BremnerJD. Functional neuroimaging studies in posttraumatic stress disorder: review of current methods and findings. Depress Anxiety. 2007;24(3):202–218. doi:10.1002/da.2020816960853
  • ShinerB, TangC, TrappAC, KonradR, Bar-OnI, WattsBV. The provision of mental health treatment after screening: exploring the relationship between treatment setting and treatment intensity. Gen Hosp Psychiatry. 2014;36(6):581–588. doi:10.1016/j.genhosppsych.2014.07.00925138536
  • Dell’OssoB, AlbertU, AttiAR, CarmassiC, FioriilA. Bridging the gap between education and appropriate use of benzodiazepines in psychiatric clinical practice. Neuropsychiatr Dis Treat. 2015;11:1885–1909. doi:10.2147/NDT.S8313026257524
  • MellmanTA, BustamanteV, DavidD, FinsAI. Hypnotic medication in the aftermath of trauma. J Clin Psychiatry. 2002;63(12):1183–1184. doi:10.4088/JCP.v63n1214h
  • LeeiesM, PaguraJ, SareenJ, BoltonJM. The use of alcohol and drugs to self‐medicate symptoms of posttraumatic stress disorder. Depress Anxiety. 2010;27(8):731–736. doi:10.1002/da.2067720186981
  • MathewSJ, VythilingamM, MurroughJW, et al. A selective neurokinin-1 receptor antagonist in chronic PTSD: a randomized, double-blind, placebo-controlled, proof-of-concept trial. Eur Neuropsychopharmacol. 2011;21(3):221–229. doi:10.1016/j.euroneuro.2010.11.01221194898
  • BakalG, TalariP, KakaniEV, KavuluruR. Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations. J Biomed Inform. 2018;82:189–199. doi:10.1016/j.jbi.2018.05.00329763706
  • AlbertU, CarmassiC, CosciF, CoriDD, FiorilloA. Role and clinical implications of atypical antipsychotics in anxiety disorders, obsessive-compulsive disorder, trauma-related, and somatic symptom disorders: a systematized review. Int Clin Psychopharmacol. 2016;31(5):249. doi:10.1097/YIC.000000000000012726974213
  • CareyP, SulimanS, GanesanK, SeedatS, SteinDJ. Olanzapine monotherapy in posttraumatic stress disorder: efficacy in a randomized, double-blind, placebo-controlled study. Hum Psychopharmacol. 2012;27(4):386–391. doi:10.1002/hup.223822730105