Harvard Catalyst Profiles

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Michael Prerau, Ph.D.

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  1. R01AG054081 (PURDON, PATRICK L.) Jun 1, 2017 - May 31, 2022
    NIH
    Noninvasive Low-cost Biomarkers for Preclinical Diagnosis and Longitudinal Tracking of Alzheimer's Disease Using Sleep and Resting State EEG
    Role: Co-Principal Investigator
  2. R01NS096177 (PRERAU, MICHAEL J) Apr 15, 2016 - Mar 31, 2021
    NIH
    Modeling Multi-scale Sleep EEG Dynamics as a Framework for Biomarker Discovery
    Role: Principal Investigator

Bibliographic
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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Stokes PA, Rath P, Possidente T, He M, Purcell S, Manoach DS, Stickgold R, Prerau MJ. Transient oscillation dynamics during sleep provide a robust basis for electroencephalographic phenotyping and biomarker identification. Sleep. 2023 01 11; 46(1). PMID: 36107467; PMCID: PMC9832519.
    Citations:    Fields:    Translation:Humans
  2. Chen S, Redline S, Eden UT, Prerau MJ. Dynamic models of obstructive sleep apnea provide robust prediction of respiratory event timing and a statistical framework for phenotype exploration. Sleep. 2022 Dec 12; 45(12). PMID: 35932480; PMCID: PMC9742895.
    Citations: 1     Fields:    Translation:Humans
  3. Kozhemiako N, Mylonas D, Pan JQ, Prerau MJ, Redline S, Purcell SM. Sources of Variation in the Spectral Slope of the Sleep EEG. eNeuro. 2022 Sep-Oct; 9(5). PMID: 36123117; PMCID: PMC9512622.
    Citations:    Fields:    Translation:Humans
  4. Dimitrov T, He M, Stickgold R, Prerau MJ. Sleep spindles comprise a subset of a broader class of electroencephalogram events. Sleep. 2021 09 13; 44(9). PMID: 33857311.
    Citations: 8     Fields:    Translation:Humans
  5. Djonlagic I, Mariani S, Fitzpatrick AL, Van Der Klei VMGTH, Johnson DA, Wood AC, Seeman T, Nguyen HT, Prerau MJ, Luchsinger JA, Dzierzewski JM, Rapp SR, Tranah GJ, Yaffe K, Burdick KE, Stone KL, Redline S, Purcell SM. Publisher Correction: Macro and micro sleep architecture and cognitive performance in older adults. Nat Hum Behav. 2021 Jan; 5(1):172-174. PMID: 33328625.
    Citations: 1     Fields:    
  6. Stokes PA, Prerau MJ. Estimation of Time-Varying Spectral Peaks and Decomposition of EEG Spectrograms. IEEE Access. 2020; 8:218257-218278. PMID: 33816040.
    Citations: 1     
  7. Djonlagic I, Mariani S, Fitzpatrick AL, Van Der Klei VMGTH, Johnson DA, Wood AC, Seeman T, Nguyen HT, Prerau MJ, Luchsinger JA, Dzierzewski JM, Rapp SR, Tranah GJ, Yaffe K, Burdick KE, Stone KL, Redline S, Purcell SM. Macro and micro sleep architecture and cognitive performance in older adults. Nat Hum Behav. 2021 01; 5(1):123-145. PMID: 33199858; PMCID: PMC9881675.
    Citations: 31     Fields:    Translation:Humans
  8. Smagula SF, Sofer T, Guo N, Prerau M, Purcell S, Mariani S, Yaffe K, Redline S, Stone KL. Spectral sleep electroencephalographic correlates of sleep efficiency, and discrepancies between actigraphy and self-reported measures, in older men. J Sleep Res. 2021 04; 30(2):e13033. PMID: 32198950; PMCID: PMC7607534.
    Citations: 3     Fields:    Translation:Humans
  9. Song AH, Chlon L, Soulat H, Tauber J, Subramanian S, Ba D, Prerau MJ. Multitaper Infinite Hidden Markov Model for EEG. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul; 2019:5803-5807. PMID: 31947171; PMCID: PMC7029542.
    Citations: 1     Fields:    Translation:Humans
  10. Thomas RJ, Chen S, Eden UT, Prerau MJ. Quantifying statistical uncertainty in metrics of sleep disordered breathing. Sleep Med. 2020 01; 65:161-169. PMID: 31540785.
    Citations: 4     Fields:    Translation:Humans
  11. Liu F, Stephen EP, Prerau MJ, Purdon PL. Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. Int IEEE EMBS Conf Neural Eng. 2019 Mar; 2019:299-302. PMID: 31156761; PMCID: PMC6541022.
    Citations: 3     
  12. Prerau MJ, Brown RE, Bianchi MT, Ellenbogen JM, Purdon PL. Sleep Neurophysiological Dynamics Through the Lens of Multitaper Spectral Analysis. Physiology (Bethesda). 2017 01; 32(1):60-92. PMID: 27927806.
    Citations: 68     Fields:    Translation:HumansAnimals
  13. Akeju O, Pavone KJ, Westover MB, Vazquez R, Prerau MJ, Harrell PG, Hartnack KE, Rhee J, Sampson AL, Habeeb K, Gao L, Lei G, Pierce ET, Walsh JL, Brown EN, Purdon PL. A comparison of propofol- and dexmedetomidine-induced electroencephalogram dynamics using spectral and coherence analysis. Anesthesiology. 2014 Nov; 121(5):978-89. PMID: 25187999; PMCID: PMC4304638.
    Citations: 64     Fields:    Translation:Humans
  14. Prerau MJ, Hartnack KE, Obregon-Henao G, Sampson A, Merlino M, Gannon K, Bianchi MT, Ellenbogen JM, Purdon PL. Tracking the sleep onset process: an empirical model of behavioral and physiological dynamics. PLoS Comput Biol. 2014 Oct; 10(10):e1003866. PMID: 25275376.
    Citations: 24     Fields:    Translation:Humans
  15. Prerau MJ, Lipton PA, Eichenbaum HB, Eden UT. Characterizing context-dependent differential firing activity in the hippocampus and entorhinal cortex. Hippocampus. 2014 Apr; 24(4):476-92. PMID: 24436108.
    Citations: 1     Fields:    Translation:AnimalsCells
  16. Purdon PL, Pierce ET, Mukamel EA, Prerau MJ, Walsh JL, Wong KF, Salazar-Gomez AF, Harrell PG, Sampson AL, Cimenser A, Ching S, Kopell NJ, Tavares-Stoeckel C, Habeeb K, Merhar R, Brown EN. Electroencephalogram signatures of loss and recovery of consciousness from propofol. Proc Natl Acad Sci U S A. 2013 Mar 19; 110(12):E1142-51. PMID: 23487781.
    Citations: 249     Fields:    Translation:HumansCTClinical Trials
  17. Prerau MJ, Purdon PL, Eden UT. Tracking non-stationary spectral peak structure in EEG data. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:417-20. PMID: 24109712.
    Citations: 3     Fields:    Translation:Humans
  18. Sampson AL, Babadi B, Prerau MJ, Mukamel EA, Brown EN, Purdon PL. Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:6731-4. PMID: 23367474.
    Citations: 1     Fields:    Translation:Humans
  19. Prerau MJ, Eden UT. A general likelihood framework for characterizing the time course of neural activity. Neural Comput. 2011 Oct; 23(10):2537-66. PMID: 21732865.
    Citations: 5     Fields:    Translation:HumansAnimalsCells
  20. Wong KF, Smith AC, Pierce ET, Harrell PG, Walsh JL, Salazar AF, Tavares CL, Cimenser A, Prerau MJ, Mukamel EA, Sampson A, Purdon PL, Brown EN. Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:4705-8. PMID: 22255388.
    Citations: 6     Fields:    Translation:Humans
  21. Mukamel EA, Wong KF, Prerau MJ, Brown EN, Purdon PL. Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:1981-4. PMID: 22254722.
    Citations: 18     Fields:    Translation:Humans
  22. Prerau MJ, Smith AC, Eden UT, Kubota Y, Yanike M, Suzuki W, Graybiel AM, Brown EN. Characterizing learning by simultaneous analysis of continuous and binary measures of performance. J Neurophysiol. 2009 Nov; 102(5):3060-72. PMID: 19692505.
    Citations: 17     Fields:    Translation:HumansAnimals
  23. Prerau MJ, Smith AC, Eden UT, Yanike M, Suzuki WA, Brown EN. A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance. Biol Cybern. 2008 Jul; 99(1):1-14. PMID: 18438683.
    Citations: 8     Fields:    Translation:HumansAnimals
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© 2023 President and Fellows of Harvard College
Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.