2,684
Views
0
CrossRef citations to date
0
Altmetric
Articles

The Emerging Role of Neurodiagnostic Informatics in Integrated Neurological and Mental Health Care

, Ph.D.

References

  • Abasolo D, Hornero R, Espino P, Alvarez D, Poza J. 2006. Entropy analysis of the EEG background activity in Alzheimer’s disease patients. Physiol Meas. 27:241–253.
  • ASET. 2016. Editorial: building a qualified neurodiagnostic technology workforce. Neurodiagn J. 56:131–138.
  • Bar-Yam Y. 2000. Unifying themes in complex systems. Boulder (CO): Westview Press.
  • Bosl W. 2017. Chapter 14: EEG-derived neurophenotypes. In: Jagaroo V, Santangelo S, editors. Neurophenotypes: advancing psychiatry and neuropsychology in the “OMICS” era. New York (NY): Springer.
  • Bosl WJ, Loddenkemper T, Nelson CA. 2017. Nonlinear EEG analysis reveals commonalities and differences in autism and absence epilepsy. Neuropsychiatr Electrophysiol. 3:1. doi:10.1186/s40810-017-0023-x.
  • Bosl WJ, Tager-Flusberg H, Nelson CA. 2018. EEG analytics for early detection of autism spectrum disorder: a data-driven approach. Sci Rep. 8:6828.
  • Ceusters W, Jensen M, Diehl AD. 2017. Ontological realism for the research domain criteria for mental disorders. Stud Health Technol Inform. 235:431–435.
  • Ceusters W, Smith B. 2010. Foundations for a realist ontology of mental disease. J Biomed Semantics. 1:10.
  • Collins PY, Patel V, Joestl SS, March D, Insel TR, Daar AS, Anderson W, Dhansay MA, Phillips A, Shurin S, et al. 2011. Grand challenges in global mental health. Nature. 475:27–30.
  • Fridsma DB. 2016. The scope of health informatics and the Advanced Health Informatics Certification. J Am Med Inform Assoc. 23:855–856.
  • Gadd CS, Williamson JJ, Steen EB, Andriole KP, Delaney C, Gumpper K, LaVenture M, Rosendale D, Sittig DF, Thyvalikakath T, et al. 2016a. Eligibility requirements for advanced health informatics certification. J Am Med Inform Assoc. 23:851–854.
  • Gadd CS, Williamson JJ, Steen EB, Fridsma DB. 2016b. Creating advanced health informatics certification. J Am Med Inform Assoc. 23:848–850.
  • Gloss D, Varma JK, Pringsheim T, Nuwer MR. 2016. Practice advisory: the utility of EEG theta/beta power ratio in ADHD diagnosis: report of the Guideline Development, Dissemination, and Implementation Subcommittee of the American Academy of Neurology. Neurology. 87:2375–2379.
  • Gordon E, Palmer DM, Cooper N. 2010. EEG alpha asymmetry in schizophrenia, depression, PTSD, panic disorder, ADHD and conduct disorder. Clin EEG Neurosci. 41:178–183.
  • Hastings J, Smith B, Ceusters W, Jensen M, Mulligan K (2012). Representing mental functioning: ontologies for mental health and disease. ICBO 2012: 3rd International Conference on Biomedical Ontology (Citeseer).
  • Huffaker R, Bittelli M, Rosa R. 2017. Nonlinear time series analysis with R. New York (NY): Oxford University Press.
  • Idro R, Newton C, Kiguli S, Kakooza-Mwesige A. 2010. Child neurology practice and neurological disorders in East Africa. J Child Neurol. 25:518–524.
  • Insel TR. 2014. Mental disorders in childhood: shifting the focus from behavioral symptoms to neurodevelopmental trajectories. JAMA. 311:1727–1728.
  • Kantz H, Schreiber T. 2004. Nonlinear time series analysis. 2nd ed. New York (NY): Cambridge University Press.
  • Kleinman A. 2009. Global mental health: a failure of humanity. Lancet. 374:603–604.
  • Knyazeva MG, Carmeli C, Khadivi A, Ghika J, Meuli R, Frackowiak RS. 2013. Evolution of source EEG synchronization in early Alzheimer’s disease. Neurobiol Aging. 34:694–705.
  • Li Y, Tong S, Liu D, Gai Y, Wang X, Wang J, Qiu Y, Zhu Y. 2008. Abnormal EEG complexity in patients with schizophrenia and depression. Clin Neurophysiol. 119:1232–1241.
  • Maldonado R, Goodwin TR, Skinner MA, Harabagiu SM. 2017. Deep learning meets biomedical ontologies: knowledge embeddings for epilepsy. AMIA Annu Symp Proc. 2017:1233–1242.
  • Mehta D, Jackson R, Paul G, Shi J, Sabbagh M. 2017. Why do trials for Alzheimer’s disease drugs keep failing? A discontinued drug perspective for 2010-2015. Expert Opin Investig Drugs. 26:735–739.
  • Niedermeyer E. 2003. The clinical relevance of EEG interpretation. Clin Electroencephalogr. 34:93–98.
  • Niedermeyer E, Lopes da Silva FH. 2005. Electroencephalography: basic principles, clinical applications, and related fields. 5th ed. Philadelphia (PA): Lippincott Williams & Wilkins.
  • Noonan SK, Haist F, Muller RA. 2009. Aberrant functional connectivity in autism: evidence from low-frequency BOLD signal fluctuations. Brain Res. 1262:48–63.
  • Pikovsky A, Maistrenko IUL. 2003. Synchronization: theory and application. Dordrecht; Boston (MA): Kluwer Academic Publishers.
  • Prince M, Patel V, Saxena S, Maj M, Maselko J, Phillips MR, Rahman A. 2007. No health without mental health. Lancet. 370:859–877.
  • Raghavendra BS, Dutt DN, Halahalli HN, John JP. 2009. Complexity analysis of EEG in patients with schizophrenia using fractal dimension. Physiol Meas. 30:795–808.
  • Rigotti M, Barak O, Warden M, Wang XJ, Daw N, Miller E, Fusi S. 2013. The importance of mixed selectivity in complex cognitive tasks. Nature. 497:585–590.
  • Smith B, Scheuermann RH. 2011. Ontologies for clinical and translational research: introduction. J Biomed Inform. 44:3–7.
  • Snyder SM, Rugino TA, Hornig M, Stein MA. 2015. Integration of an EEG biomarker with a clinician’s ADHD evaluation. Brain Behav. 5:e00330.
  • Stam CJ. 2005. Nonlinear dynamical analysis of EEG and MEG: review of an emerging field. Clin Neurophysiol. 116:2266–2301.
  • Takahashi T, Cho RY, Mizuno T, Kikuchi M, Murata T, Takahashi K, Wada Y. 2010. Antipsychotics reverse abnormal EEG complexity in drug-naive schizophrenia: a multiscale entropy analysis. Neuroimage. 51:173–182.
  • Vigo D, Thornicroft G, Atun R. 2016. Estimating the true global burden of mental illness. Lancet Psychiatry. 3:171–178.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.