| A geometric framework for unsupervised anomaly detection: Detecting intrusions in unlabeled data E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo Applications of data mining in computer security, 77-101, 2002 | 1578 | 2002 |
| Electroencephalogram signatures of loss and recovery of consciousness from propofol PL Purdon, ET Pierce, EA Mukamel, MJ Prerau, JL Walsh, KFK Wong, ... Proceedings of the National Academy of Sciences 110 (12), E1142-E1151, 2013 | 762 | 2013 |
| System and method for tracking brain states during administration of anesthesia EN Brown, PL Purdon, A Cimenser, EA Mukamel, MJ Prerau US Patent App. 14/115,682, 2014 | 430 | 2014 |
| Sleep neurophysiological dynamics through the lens of multitaper spectral analysis MJ Prerau, RE Brown, MT Bianchi, JM Ellenbogen, PL Purdon Physiology 32 (1), 60-92, 2017 | 274 | 2017 |
| A comparison of propofol-and dexmedetomidine-induced electroencephalogram dynamics using spectral and coherence analysis O Akeju, KJ Pavone, MB Westover, R Vazquez, MJ Prerau, PG Harrell, ... Anesthesiology 121 (5), 978-989, 2014 | 172 | 2014 |
| Macro and micro sleep architecture and cognitive performance in older adults I Djonlagic, S Mariani, AL Fitzpatrick, VM Van Der Klei, DA Johnson, ... Nature human behaviour 5 (1), 123-145, 2021 | 93 | 2021 |
| Tracking the sleep onset process: an empirical model of behavioral and physiological dynamics MJ Prerau, KE Hartnack, G Obregon-Henao, A Sampson, M Merlino, ... PLoS computational biology 10 (10), e1003866, 2014 | 82 | 2014 |
| Characterizing learning by simultaneous analysis of continuous and binary measures of performance MJ Prerau, AC Smith, UT Eden, Y Kubota, M Yanike, W Suzuki, ... Journal of neurophysiology 102 (5), 3060-3072, 2009 | 60 | 2009 |
| Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia EA Mukamel, KF Wong, MJ Prerau, EN Brown, PL Purdon 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 46 | 2011 |
| A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance MJ Prerau, AC Smith, UT Eden, M Yanike, WA Suzuki, EN Brown Biological cybernetics 99 (1), 1-14, 2008 | 30 | 2008 |
| Unsupervised anomaly detection using an optimized K-nearest neighbors algorithm MJ Prerau, E Eskin Undergraduate Thesis, Columbia University: December, 2000 | 27 | 2000 |
| Sleep spindles comprise a subset of a broader class of electroencephalogram events T Dimitrov, M He, R Stickgold, MJ Prerau Sleep 44 (9), zsab099, 2021 | 18 | 2021 |
| Systems and methods for tracking non-stationary spectral structure and dynamics in physiological data MJ Prerau, PL Purdon, U Eden US Patent 10,314,503, 2019 | 18 | 2019 |
| Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia KFK Wong, AC Smith, ET Pierce, PG Harrell, JL Walsh, AF Salazar, ... 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 14 | 2011 |
| Quantifying statistical uncertainty in metrics of sleep disordered breathing RJ Thomas, S Chen, UT Eden, MJ Prerau Sleep medicine 65, 161-169, 2020 | 12 | 2020 |
| System and method for spectral characterization of sleep MJ Prerau, PL Purdon US Patent 11,547,349, 2023 | 8 | 2023 |
| Transient oscillation dynamics during sleep provide a robust basis for electroencephalographic phenotyping and biomarker identification PA Stokes, P Rath, T Possidente, M He, S Purcell, DS Manoach, ... Sleep 46 (1), zsac223, 2023 | 8 | 2023 |
| Characterizing context‐dependent differential firing activity in the hippocampus and entorhinal cortex MJ Prerau, PA Lipton, HB Eichenbaum, UT Eden Hippocampus 24 (4), 476-492, 2014 | 8 | 2014 |
| Dynamic models of obstructive sleep apnea provide robust prediction of respiratory event timing and a statistical framework for phenotype exploration S Chen, S Redline, UT Eden, MJ Prerau Sleep 45 (12), zsac189, 2022 | 7 | 2022 |
| Sparse multi-task inverse covariance estimation for connectivity analysis in EEG source space F Liu, EP Stephen, MJ Prerau, PL Purdon 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 299-302, 2019 | 7 | 2019 |
