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Items: 1 to 50 of 140

1.

Asymptotic Geometry of Multiple Hypothesis Testing.

Westover MB.

IEEE Trans Inf Theory. 2008 Jul;54(7):3327-3329. doi: 10.1109/TIT.2008.924656. Epub 2008 Jun 17.

PMID:
31607755
2.

Adaptive Sedation Monitoring from EEG in ICU Patients with Online Learning.

Zheng WL, Sun H, Akeju O, Westover MB.

IEEE Trans Biomed Eng. 2019 Sep 23. doi: 10.1109/TBME.2019.2943062. [Epub ahead of print]

PMID:
31545708
3.

Automated tracking of level of consciousness and delirium in critical illness using deep learning.

Sun H, Kimchi E, Akeju O, Nagaraj SB, McClain LM, Zhou DW, Boyle E, Zheng WL, Ge W, Westover MB.

NPJ Digit Med. 2019 Sep 9;2:89. doi: 10.1038/s41746-019-0167-0. eCollection 2019.

4.

A novel neural computational model of generalized periodic discharges in acute hepatic encephalopathy.

Song JL, Paixao L, Li Q, Li SH, Zhang R, Westover MB.

J Comput Neurosci. 2019 Sep 11. doi: 10.1007/s10827-019-00727-3. [Epub ahead of print]

PMID:
31506807
5.

Clinical EEG slowing correlates with delirium severity and predicts poor clinical outcomes.

Kimchi EY, Neelagiri A, Whitt W, Sagi AR, Ryan SL, Gadbois G, Groothuysen D, Westover MB.

Neurology. 2019 Sep 24;93(13):e1260-e1271. doi: 10.1212/WNL.0000000000008164. Epub 2019 Aug 29.

PMID:
31467255
6.

Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury.

Amorim E, van der Stoel M, Nagaraj SB, Ghassemi MM, Jing J, O'Reilly UM, Scirica BM, Lee JW, Cash SS, Westover MB.

Clin Neurophysiol. 2019 Oct;130(10):1908-1916. doi: 10.1016/j.clinph.2019.07.014. Epub 2019 Jul 25.

PMID:
31419742
7.

Comparison of machine learning models for seizure prediction in hospitalized patients.

Struck AF, Rodriguez-Ruiz AA, Osman G, Gilmore EJ, Haider HA, Dhakar MB, Schrettner M, Lee JW, Gaspard N, Hirsch LJ, Westover MB; Critical Care EEG Monitoring Research Consortium (CCERMRC).

Ann Clin Transl Neurol. 2019 Jul;6(7):1239-1247. doi: 10.1002/acn3.50817. Epub 2019 Jun 27.

8.

A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram.

Bagheri E, Jin J, Dauwels J, Cash S, Westover MB.

J Neurosci Methods. 2019 Oct 1;326:108362. doi: 10.1016/j.jneumeth.2019.108362. Epub 2019 Jul 13.

PMID:
31310822
9.

Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.

Ghassemi MM, Amorim E, Alhanai T, Lee JW, Herman ST, Sivaraju A, Gaspard N, Hirsch LJ, Scirica BM, Biswal S, Moura Junior V, Cash SS, Brown EN, Mark RG, Westover MB; Critical Care Electroencephalogram Monitoring Research Consortium.

Crit Care Med. 2019 Oct;47(10):1416-1423. doi: 10.1097/CCM.0000000000003840.

PMID:
31241498
10.

Seizure tracking of epileptic EEG using a model-driven approach.

Song J, Li Q, Pan M, Zhang B, Westover MB, Zhang R.

J Neural Eng. 2019 May 23. doi: 10.1088/1741-2552/ab2409. [Epub ahead of print]

PMID:
31121573
11.

Lateralized periodic discharges frequency correlates with glucose metabolism.

Subramaniam T, Jain A, Hall LT, Cole AJ, Westover MB, Rosenthal ES, Struck AF.

Neurology. 2019 Feb 12;92(7):e670-e674. doi: 10.1212/WNL.0000000000006903. Epub 2019 Jan 11.

PMID:
30635488
12.

Detecting abnormal electroencephalograms using deep convolutional networks.

van Leeuwen KG, Sun H, Tabaeizadeh M, Struck AF, van Putten MJAM, Westover MB.

Clin Neurophysiol. 2019 Jan;130(1):77-84. doi: 10.1016/j.clinph.2018.10.012. Epub 2018 Nov 17.

PMID:
30481649
13.

Brain age from the electroencephalogram of sleep.

Sun H, Paixao L, Oliva JT, Goparaju B, Carvalho DZ, van Leeuwen KG, Akeju O, Thomas RJ, Cash SS, Bianchi MT, Westover MB.

Neurobiol Aging. 2019 Feb;74:112-120. doi: 10.1016/j.neurobiolaging.2018.10.016. Epub 2018 Oct 19.

PMID:
30448611
14.

Expert-level sleep scoring with deep neural networks.

Biswal S, Sun H, Goparaju B, Westover MB, Sun J, Bianchi MT.

J Am Med Inform Assoc. 2018 Dec 1;25(12):1643-1650. doi: 10.1093/jamia/ocy131.

15.

Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns.

Jing J, d’Angremont E, Zafar S, Rosenthal ES, Tabaeizadeh M, Ebrahim S, Dauwels J, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3394-3397. doi: 10.1109/EMBC.2018.8513059.

16.

EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection.

Thomas J, Comoretto L, Jin J, Dauwels J, Cash SS, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3148-3151. doi: 10.1109/EMBC.2018.8512930.

17.

A Mean Field Model of Acute Hepatic Encephalopathy.

Song J, Sun H, Jing J, Carlos L, Chao L, Cash SS, Zhang R, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:2366-2369. doi: 10.1109/EMBC.2018.8512786.

PMID:
30440882
18.

Predicting drug-resistant epilepsy - A machine learning approach based on administrative claims data.

An S, Malhotra K, Dilley C, Han-Burgess E, Valdez JN, Robertson J, Clark C, Westover MB, Sun J.

Epilepsy Behav. 2018 Dec;89:118-125. doi: 10.1016/j.yebeh.2018.10.013. Epub 2018 Nov 7.

PMID:
30412924
19.

Variability in pharmacologically-induced coma for treatment of refractory status epilepticus.

An J, Jonnalagadda D, Moura V Junior, Purdon PL, Brown EN, Westover MB.

PLoS One. 2018 Oct 31;13(10):e0205789. doi: 10.1371/journal.pone.0205789. eCollection 2018.

20.

Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication.

Amorim E, Ghassemi MM, Lee JW, Greer DM, Kaplan PW, Cole AJ, Cash SS, Bianchi MT, Westover MB.

Crit Care Med. 2018 Dec;46(12):e1213-e1221. doi: 10.1097/CCM.0000000000003436.

PMID:
30247243
21.

Bilateral independent periodic discharges are associated with electrographic seizures and poor outcome: A case-control study.

Osman G, Rahangdale R, Britton JW, Gilmore EJ, Haider HA, Hantus S, Herlopian A, Hocker SE, Woo Lee J, Legros B, Mendoza M, Punia V, Rampal N, Szaflarski JP, Wallace AD, Westover MB, Hirsch LJ, Gaspard N.

Clin Neurophysiol. 2018 Nov;129(11):2284-2289. doi: 10.1016/j.clinph.2018.07.025. Epub 2018 Aug 29.

22.

A Systematic Review and Meta-Analysis Examining the Impact of Sleep Disturbance on Postoperative Delirium.

Fadayomi AB, Ibala R, Bilotta F, Westover MB, Akeju O.

Crit Care Med. 2018 Dec;46(12):e1204-e1212. doi: 10.1097/CCM.0000000000003400.

PMID:
30222634
23.

EEG Reactivity Evaluation Practices for Adult and Pediatric Hypoxic-Ischemic Coma Prognostication in North America.

Amorim E, Gilmore EJ, Abend NS, Hahn CD, Gaspard N, Herman ST, Hirsch LJ, Lee JW, Cash SS, Westover MB.

J Clin Neurophysiol. 2018 Nov;35(6):510-514. doi: 10.1097/WNP.0000000000000517.

PMID:
30216207
24.

Effect of epileptiform abnormality burden on neurologic outcome and antiepileptic drug management after subarachnoid hemorrhage.

Zafar SF, Postma EN, Biswal S, Boyle EJ, Bechek S, O'Connor K, Shenoy A, Kim J, Shafi MS, Patel AB, Rosenthal ES, Westover MB.

Clin Neurophysiol. 2018 Nov;129(11):2219-2227. doi: 10.1016/j.clinph.2018.08.015. Epub 2018 Sep 1.

PMID:
30212805
25.

Antiepileptic drug treatment after an unprovoked first seizure: A decision analysis.

Bao EL, Chao LY, Ni P, Moura LMVR, Cole AJ, Cash SS, Hoch DB, Bianchi MT, Westover MB.

Neurology. 2018 Oct 9;91(15):e1429-e1439. doi: 10.1212/WNL.0000000000006319. Epub 2018 Sep 12.

26.

Interictal Epileptiform Discharge Detection in EEG in Different Practice Settings.

Halford JJ, Westover MB, LaRoche SM, Macken MP, Kutluay E, Edwards JC, Bonilha L, Kalamangalam GP, Ding K, Hopp JL, Arain A, Dawson RA, Martz GU, Wolf BJ, Waters CG, Dean BC.

J Clin Neurophysiol. 2018 Sep;35(5):375-380. doi: 10.1097/WNP.0000000000000492.

27.

Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition.

Nagaraj SB, McClain LM, Boyle EJ, Zhou DW, Ramaswamy SM, Biswal S, Akeju O, Purdon PL, Westover MB.

IEEE Trans Biomed Eng. 2018 Dec;65(12):2684-2691. doi: 10.1109/TBME.2018.2813265. Epub 2018 Mar 7.

PMID:
29993386
28.

EEG findings in CAR T-cell therapy-related encephalopathy.

Herlopian A, Dietrich J, Abramson JS, Cole AJ, Westover MB.

Neurology. 2018 Jul 31;91(5):227-229. doi: 10.1212/WNL.0000000000005910. Epub 2018 Jun 29. No abstract available.

29.

Real-Time, Automated Detection of Ventilator-Associated Events: Avoiding Missed Detections, Misclassifications, and False Detections Due to Human Error.

Shenoy ES, Rosenthal ES, Shao YP, Biswal S, Ghanta M, Ryan EE, Suslak D, Swanson N, Junior VM, Hooper DC, Westover MB.

Infect Control Hosp Epidemiol. 2018 Jul;39(7):826-833. doi: 10.1017/ice.2018.97. Epub 2018 May 17.

30.

Randomized trial of lacosamide versus fosphenytoin for nonconvulsive seizures.

Husain AM, Lee JW, Kolls BJ, Hirsch LJ, Halford JJ, Gupta PK, Minazad Y, Jones JM, LaRoche SM, Herman ST, Swisher CB, Sinha SR, Palade A, Dombrowski KE, Gallentine WB, Hahn CD, Gerard EE, Bhapkar M, Lokhnygina Y, Westover MB; Critical Care EEG Monitoring Research Consortium.

Ann Neurol. 2018 Jun;83(6):1174-1185. doi: 10.1002/ana.25249.

31.

Minimizing ICU Neurological Dysfunction with Dexmedetomidine-induced Sleep (MINDDS): protocol for a randomised, double-blind, parallel-arm, placebo-controlled trial.

Shelton KT, Qu J, Bilotta F, Brown EN, Cudemus G, D'Alessandro DA, Deng H, DiBiasio A, Gitlin JA, Hahm EY, Hobbs LE, Houle TT, Ibala R, Loggia ML, Pavone KJ, Shaefi S, Tolis G, Westover MB, Akeju O.

BMJ Open. 2018 Apr 20;8(4):e020316. doi: 10.1136/bmjopen-2017-020316.

32.

Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy.

Rosenthal ES, Biswal S, Zafar SF, O'Connor KL, Bechek S, Shenoy AV, Boyle EJ, Shafi MM, Gilmore EJ, Foreman BP, Gaspard N, Leslie-Mazwi TM, Rosand J, Hoch DB, Ayata C, Cash SS, Cole AJ, Patel AB, Westover MB.

Ann Neurol. 2018 May;83(5):958-969. doi: 10.1002/ana.25232. Epub 2018 May 16.

33.

CLASSIFIER CASCADE TO AID IN DETECTION OF EPILEPTIFORM TRANSIENTS IN INTERICTAL EEG.

Bagheri E, Jin J, Dauwels J, Cash S, Westover MB.

Proc IEEE Int Conf Acoust Speech Signal Process. 2018 Apr;2018:970-974. doi: 10.1109/ICASSP.2018.8461992. Epub 2018 Sep 13.

34.

Epileptiform activity in traumatic brain injury predicts post-traumatic epilepsy.

Kim JA, Boyle EJ, Wu AC, Cole AJ, Staley KJ, Zafar S, Cash SS, Westover MB.

Ann Neurol. 2018 Apr;83(4):858-862. doi: 10.1002/ana.25211. Epub 2018 Apr 10.

35.

Rule of 100: a litmus test for informationless diagnostic tests.

Westover AM, Shapiro D, Westover MB, Bianchi MT.

Postgrad Med J. 2018 Jun;94(1112):364-366. doi: 10.1136/postgradmedj-2018-135555. Epub 2018 Mar 7. No abstract available.

36.

Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma.

Jingzhi An, Purdon PL, Solt K, Sims NM, Brown EN, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:4313-4316. doi: 10.1109/EMBC.2017.8037810.

37.

Automated epileptiform spike detection via affinity propagation-based template matching.

Thomas J, Jing Jin, Dauwels J, Cash SS, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:3057-3060. doi: 10.1109/EMBC.2017.8037502.

38.

Association of an Electroencephalography-Based Risk Score With Seizure Probability in Hospitalized Patients.

Struck AF, Ustun B, Ruiz AR, Lee JW, LaRoche SM, Hirsch LJ, Gilmore EJ, Vlachy J, Haider HA, Rudin C, Westover MB.

JAMA Neurol. 2017 Dec 1;74(12):1419-1424. doi: 10.1001/jamaneurol.2017.2459.

39.

Large-Scale Automated Sleep Staging.

Sun H, Jia J, Goparaju B, Huang GB, Sourina O, Bianchi MT, Westover MB.

Sleep. 2017 Oct 1;40(10). doi: 10.1093/sleep/zsx139.

40.

Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage.

Zafar SF, Postma EN, Biswal S, Fleuren L, Boyle EJ, Bechek S, O'Connor K, Shenoy A, Jonnalagadda D, Kim J, Shafi MS, Patel AB, Rosenthal ES, Westover MB.

Neurocrit Care. 2018 Apr;28(2):184-193. doi: 10.1007/s12028-017-0466-8.

41.

Response.

Bianchi MT, Thomas RJ, Westover MB.

Sleep Med. 2017 Oct;38:160-161. doi: 10.1016/j.sleep.2017.07.017. Epub 2017 Aug 3. No abstract available.

PMID:
28843388
42.

Interictal epileptiform discharge characteristics underlying expert interrater agreement.

Bagheri E, Dauwels J, Dean BC, Waters CG, Westover MB, Halford JJ.

Clin Neurophysiol. 2017 Oct;128(10):1994-2005. doi: 10.1016/j.clinph.2017.06.252. Epub 2017 Jul 18.

43.

Time-dependent risk of seizures in critically ill patients on continuous electroencephalogram.

Struck AF, Osman G, Rampal N, Biswal S, Legros B, Hirsch LJ, Westover MB, Gaspard N.

Ann Neurol. 2017 Aug;82(2):177-185. doi: 10.1002/ana.24985. Epub 2017 Jul 19.

44.

Accuracy of Limited-Montage Electroencephalography in Monitoring Postanoxic Comatose Patients.

Pati S, McClain L, Moura L, Fan Y, Westover MB.

Clin EEG Neurosci. 2017 Nov;48(6):422-427. doi: 10.1177/1550059417715389. Epub 2017 Jun 22.

45.

What it should mean for an algorithm to pass a statistical Turing test for detection of epileptiform discharges.

Westover MB, Halford JJ, Bianchi MT.

Clin Neurophysiol. 2017 Jul;128(7):1406-1407. doi: 10.1016/j.clinph.2017.02.026. Epub 2017 Mar 16. No abstract available.

PMID:
28495216
46.

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability.

Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi SA, Akeju O, Barbieri R, Purdon PL, Westover MB.

Crit Care Med. 2017 Jul;45(7):e683-e690. doi: 10.1097/CCM.0000000000002364.

47.

Alternative remedies for insomnia: a proposed method for personalized therapeutic trials.

Romero K, Goparaju B, Russo K, Westover MB, Bianchi MT.

Nat Sci Sleep. 2017 Mar 17;9:97-108. doi: 10.2147/NSS.S128095. eCollection 2017.

48.

Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome.

Sinha N, Dauwels J, Kaiser M, Cash SS, Westover MB, Wang Y, Taylor PN.

Brain. 2017 May 1;140(5):e31. doi: 10.1093/brain/awx068. No abstract available.

PMID:
28334902
49.

An open request to epidemiologists: please stop querying self-reported sleep duration.

Bianchi MT, Thomas RJ, Westover MB.

Sleep Med. 2017 Jul;35:92-93. doi: 10.1016/j.sleep.2017.02.001. Epub 2017 Feb 17. No abstract available.

PMID:
28284821
50.

Heart rate variability as a biomarker for sedation depth estimation in ICU patients.

Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal ES, Purdon PL, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:6397-6400. doi: 10.1109/EMBC.2016.7592192.

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