Publications

Yang JC, Paulk AC, Salami P, Heon Lee S, Ganji M, Soper DJ, Cleary D, Simon M, Maus D, Woo Lee J, Nahed B, Jones P, Cahill DP, Rees Cosgrove G, Chu CJ, Williams Z, Halgren E, Dayeh S, Cash SS. 2021. Microscale dynamics of electrophysiological markers of epilepsy. Clin Neurophysiol. doi: https://doi.org/10.1016/j.clinph.2021.06.024

Yang JC, Harid NM, Nascimento FA, Kokkinos V, Shaughnessy A, Lam AD, Westover MB, Leslie-Mazwi TM, Hochberg LR, Rosenthal ES, Cole AJ, Richardson RM, Cash SS. Responsive neurostimulation for focal motor status epilepticus. Ann Clin Transl Neurol. 2021 May 6. doi: 10.1002/acn3.51318.

Crocker B, Ostrowski L, Williams ZM, Dougherty DD, Eskandar EN, Widge AS, Chu CJ, Cash SS, Paulk AC. 2021. Local and Distant responses to single pulse electrical stimulation reflect different forms of connectivity. Neuroimage. 237:118094. https://doi.org/10.1016/j.neuroimage.2021.118094

Moura LMVR, Donahue MA, Smith JR, Dass D, Sanches PR, Ayub N, McGraw C, Zafar SF, Cash SS, Hoch DB. Telemedicine Can Support Measurable and High-Quality Epilepsy Care During the COVID-19 Pandemic. Am J Med Qual. 2021 Jan-Feb 01;36(1):5-16. doi: 10.1097/01.JMQ.0000733444.71245.6c.

Paulk AC, Yang JC, Cleary DR, Soper DJ, Halgren M, O’Donnell AR, Lee SH, Ganji M, Ro YG, Oh H, Hossain L, Lee J, Tchoe Y, Rogers N, Kiliç K, Ryu SB, Lee SW, Hermiz J, Gilja V, Ulbert I, Fabó D, Devinsky O, Madsen JR, Schomer DL, Eskandar EN, Lee JW, Maus D, Devor A, Fried SI, Jones PS, Nahed B V, Ben-Haim S, Bick SK, Richardson RM, Raslan AMT, Siler DA, Cahill DP, Williams ZM, Cosgrove GR, Dayeh SA, Cash SS. (2021) Microscale physiological events on the human cortical surface. Cerebral Cortex. https://doi.org/10.1093/cercor/bhab040

Dickey CW, Sargsyan A, Madsen JR, Eskandar EN, Cash SS, Halgren E. Travelling spindles create necessary conditions for spike-timing-dependent plasticity in humans. Nat Commun. 2021 Feb 15;12(1):1027. DOI: 10.1038/s41467-021-21298-x.

Carvalho VR, Moraes MFD, Cash SS, Mendes EMAM. Active probing to highlight approaching transitions to ictal states in coupled neural mass models. PLoS Comput Biol. 2021 Jan 25;17(1):e1008377. DOI: 10.1371/journal.pcbi.1008377.

Thomas J, Thangavel P, Peh WY, Jing J, Yuvaraj R, Cash SS, Chaudhari R, Karia S, Rathakrishnan R, Saini V, Shah N, Srivastava R, Tan YL, Westover B, Dauwels J. Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study. Int J Neural Syst. 2021 Jan 12:2050074. DOI: 10.1142/S0129065720500744.

Hosman T, Hynes JB, Saab J, Wilcoxen KG, Buchbinder BR, Schmansky N, Cash SS, Eskandar EN, Simeral JD, Franco B, Kelemen J, Vargas-Irwin CE, Hochberg LR. Auditory cues reveal intended movement information in middle frontal gyrus neuronal ensemble activity of a person with tetraplegia. Sci Rep. 2021 Jan 11;11(1):98. DOI: 10.1038/s41598-020-77616-8.

Ujma PP, Hajnal B, Bódizs R, Gombos F, Erőss L, Wittner L, Halgren E, Cash SS, Ulbert I, Fabó D. The laminar profile of sleep spindles in humans. Neuroimage. 2021 Feb 1;226:117587. DOI: 10.1016/j.neuroimage.2020.117587.

Hogan J, Sun H, Paixao L, Westmeijer M, Sikka P, Jin J, Tesh R, Cardoso M, Cash SS, Akeju O, Thomas R, Westover MB. Night-to-night variability of sleep electroencephalography-based brain age measurements. Clin Neurophysiol. 2021 Jan;132(1):1-12. DOI: 10.1016/j.clinph.2020.09.029.

Kimchi EY, Coughlin BF, Shanahan BE, Piantoni G, Pezaris J, Cash SS. OpBox: Open Source Tools for Simultaneous EEG and EMG Acquisition from Multiple Subjects. eNeuro. 2020 Oct 28;7(5):ENEURO.0212-20.2020. DOI: 10.1523/ENEURO.0212-20.2020.

Prasanth T, Thomas J, Yuvaraj R, Jing J, Cash SS, Chaudhari R, Leng TY, Rathakrishnan R, Rohit S, Saini V, Westover BM, Dauwels J. Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:3703-3706. DOI: 10.1109/EMBC44109.2020.9175644.

Krempp C, Paulk AC, Truccolo W, Cash SS, Zelmann R. Effect of Closed-Loop Direct Electrical Stimulation during Sleep Spindles in Humans. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:3586-3589. DOI: 10.1109/EMBC44109.2020.9175404.

Ryu SB, Paulk AC, Yang JC, Ganji M, Dayeh SA, Cash SS, Fried SI, Lee SW.Spatially confined responses of mouse visual cortex to intracortical magnetic stimulation from micro-coils. J Neural Eng. 2020 Oct 23;17(5):056036. DOI: 10.1088/1741-2552/abbd22.

Zelmann R, Paulk AC, Basu I, Sarma A, Yousefi A, Crocker B, Eskandar E, Williams Z, Cosgrove GR, Weisholtz DS, Dougherty DD, Truccolo W, Widge AS, Cash SS. CLoSES: A platform for closed-loop intracranial stimulation in humans. Neuroimage. 2020 Dec;223:117314. DOI: 10.1016/j.neuroimage.2020.117314.

Thomas J, Jin J, Thangavel P, Bagheri E, Yuvaraj R, Dauwels J, Rathakrishnan R, Halford JJ, Cash SS, Westover B. Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks. Int J Neural Syst. 2020 Nov;30(11):2050030. DOI: 10.1142/S0129065720500306.

Lam AD, Sarkis RA, Pellerin KR, Jing J, Dworetzky BA, Hoch DB, Jacobs CS, Lee JW, Weisholtz DS, Zepeda R, Westover MB, Cole AJ, Cash SS. Association of epileptiform abnormalities and seizures in Alzheimer disease. Neurology. 2020 Oct 20;95(16):e2259-e2270. doi: 10.1212/WNL.0000000000010612.

Fumeaux NF, Ebrahim S, Coughlin BF, Kadambi A, Azmi A, Xu JX, Abou Jaoude M, Nagaraj SB, Thomson KE, Newell TG, Metcalf CS, Wilcox KS, Kimchi EY, Moraes MFD, Cash SS. Accurate detection of spontaneous seizures using a generalized linear model with external validation. Epilepsia. 2020 Sep;61(9):1906-1918. doi:10.1111/epi.16628.

Nair DR, Laxer KD, Weber PB, Murro AM, Park YD, Barkley GL, Smith BJ, Gwinn RP, Doherty MJ, Noe KH, Zimmerman RS, Bergey GK, Anderson WS, Heck C, Liu CY, Lee RW, Sadler T, Duckrow RB, Hirsch LJ, Wharen RE Jr, Tatum W, Srinivasan S, McKhann GM, Agostini MA, Alexopoulos AV, Jobst BC, Roberts DW, Salanova V, Witt TC, Cash SS, Cole AJ, Worrell GA, Lundstrom BN, Edwards JC, Halford JJ, Spencer DC, Ernst L, Skidmore CT, Sperling MR, Miller I, Geller EB, Berg MJ, Fessler AJ, Rutecki P, Goldman AM, Mizrahi EM, Gross RE, Shields DC, Schwartz TH, Labar DR, Fountain NB, Elias WJ, Olejniczak PW, Villemarette-Pittman NR, Eisenschenk S, Roper SN, Boggs JG, Courtney TA, Sun FT, Seale CG, Miller KL, Skarpaas TL, Morrell MJ; RNS System LTT Study. Nine-year prospective efficacy and safety of brain-responsive neurostimulation for focal epilepsy. Neurology. 2020 Sep 1;95(9):e1244-e1256. doi: 10.1212/WNL.0000000000010154.

Smith JR, Jones FJS, Fureman BE, Buchhalter JR, Herman ST, Ayub N, McGraw C, Cash SS, Hoch DB, Moura LMVR. Accuracy of ICD-10-CM claims-based definitions for epilepsy and seizure type. Epilepsy Res. 2020 Oct;166:106414. doi: 10.1016/j.eplepsyres.2020.106414.

Amorim E, Mo SS, Palacios S, Ghassemi MM, Weng WH, Cash SS, Bianchi MT, Westover MB. Cost-effectiveness analysis of multimodal prognostication in cardiac arrest with EEG monitoring. Neurology. 2020 Aug 4;95(5):e563-e575. doi: 10.1212/WNL.0000000000009916.

Jones FJS, Smith JR, Ayub N, Herman ST, Buchhalter JR, Fureman BE, Cash SS, Hoch DB, Moura LMVR. Implementing standardized provider documentation in a tertiary epilepsy clinic. Neurology. 2020 Jul 14;95(2):e213-e223. doi:10.1212/WNL.0000000000009778.

Salami P, Peled N, Nadalin JK, Martinet LE, Kramer MA, Lee JW, Cash SS. Seizure onset location shapes dynamics of initiation. Clin Neurophysiol. 2020 Aug;131(8):1782-1797. doi: 10.1016/j.clinph.2020.04.168.

Abou Jaoude M, Sun H, Pellerin KR, Pavlova M, Sarkis RA, Cash SS, Westover MB, Lam AD. Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning. Sleep. 2020 Nov 12;43(11):zsaa112. doi: 10.1093/sleep/zsaa112.

Eichenlaub JB, Biswal S, Peled N, Rivilis N, Golby AJ, Lee JW, Westover MB, Halgren E, Cash SS. Reactivation of Motor-Related Gamma Activity in Human NREM Sleep. Front Neurosci. 2020 May 12;14:449. doi: 10.3389/fnins.2020.00449.

Eichenlaub JB, Jarosiewicz B, Saab J, Franco B, Kelemen J, Halgren E, Hochberg LR, Cash SS. Replay of Learned Neural Firing Sequences during Rest in Human Motor Cortex. Cell Rep. 2020 May 5;31(5):107581. doi:10.1016/j.celrep.2020.107581.

Rubin DB, Angelini B, Shoukat M, Chu CJ, Zafar SF, Westover MB, Cash SS, Rosenthal ES. Electrographic predictors of successful weaning from anaesthetics in refractory status epilepticus. Brain. 2020 Apr 1;143(4):1143-1157. doi: 10.1093/brain/awaa069.

Jiang X, Gonzalez-Martinez J, Cash SS, Chauvel P, Gale J, Halgren E. “Improved identification and differentiation from epileptiform activity of human hippocampal sharp wave ripples during NREM sleep”, Hippocampus. 2019 Nov 25. DOI: 10.1002/hipo.23183

Abou Jaoude M, Jing J, Sun H, Jacobs CS, Pellerin KR, Westover MB, Cash SS, Lam AD. “Detection of mesial temporal lobe epileptiform discharges on intracranial electrodes using deep learning”, Clin Neurophysiol. 2019 Nov 11;131(1):133-141. DOI: 10.1016/j.clinph.2019.09.031

Halgren M, Ulbert I, Bastuji H, Fabó D, Erőss L, Rey M, Devinsky O, Doyle WK, Mak-McCully R, Halgren E, Wittner L, Chauvel P, Heit G, Eskandar E, Mandell A, Cash SS. “The generation and propagation of the human alpha rhythm”,  Proc Natl Acad Sci U S A. 2019 Nov 19;116(47):23772-23782. DOI: 10.1073/pnas.1913092116

Lainscsek C, Gonzalez CE, Sampson AL, Cash SS, Sejnowski TJ. “Causality detection in cortical seizure dynamics using cross-dynamical delay differential analysis”, Chaos. 2019 Oct;29(10):101103. DOI: 10.1063/1.5126125

Jing J, Herlopian A, Karakis I, Ng M, Halford JJ, Lam A, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Sun H, Dauwels J, Cole AJ, Hoch DB, Cash SS, Westover MB. “Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms”, JAMA Neurol. 2019 Oct 21. DOI: 10.1001/jamaneurol.2019.3531

Jing J, Sun H, Kim JA, Herlopian A, Karakis I, Ng M, Halford JJ, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Dauwels J, Lam A, Cole AJ, Cash SS, Westover MB. “Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation”, JAMA Neurol. 2019 Oct 21. DOI: 10.1001/jamaneurol.2019.3485

Nadalin JK, Martinet LE, Blackwood EB, Lo MC, Widge AS, Cash SS, Eden UT, Kramer MA. “A statistical framework to assess cross-frequency coupling while accounting for confounding analysis effects”, Elife. 2019 Oct 16;8. pii: e44287. DOI: 10.7554/eLife.44287

Lam AD, Cole AJ, Cash SS. “New Approaches to Studying Silent Mesial Temporal Lobe Seizures in Alzheimer’s Disease”, Front Neurol. 2019 Sep 4;10:959. DOI: 10.3389/fneur.2019.00959

Herlopian A, Cash SS, Eskandar EM, Jennings T, Cole AJ. “Responsive neurostimulation targeting anterior thalamic nucleus in generalized epilepsy”, Ann Clin Transl Neurol. 2019 Oct;6(10):2104-2109. DOI: 10.1002/acn3.50858

Bick SK, Patel SR, Katnani HA, Peled N, Widge A, Cash SS, Eskandar EN. “Caudate stimulation enhances learning”, Brain. 2019 Oct 1;142(10):2930-2937. DOI: 10.1093/brain/awz254

Amorim E, van der Stoel M, Nagaraj SB, Ghassemi MM, Jing J, O’Reilly UM, Scirica BM, Lee JW, Cash SS, Westover MB. “Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury. Clin Neurophysiol. 2019 Oct;130(10):1908-1916. PMCID: PMC6751020

Provenza NR, Paulk AC, Peled N, Restrepo MI, Cash SS, Dougherty DD, Eskandar EN, Borton DA, Widge AS. “Decoding task engagement from distributed network electrophysiology in humans”, J Neural Eng. 2019 Aug 16;16(5):056015. PMCID: PMC6765221

Ganji M, Paulk AC, Yang JC, Vahidi NW, Lee SH, Liu R, Hossain L, Arneodo EM, Thunemann M, Shigyo M, Tanaka A, Ryu SB, Lee SW, Tchoe Y, Marsala M, Devor A, Cleary DR, Martin JR, Oh H, Gilja V, Gentner TQ, Fried SI, Halgren E, Cash SS, Dayeh SA. “Selective Formation of Porous Pt Nanorods for Highly Electrochemically Efficient Neural Electrode Interfaces”, Nano Lett. 2019 Sep 11;19(9):6244-6254.  DOI: 10.1021/acs.nanolett.9b02296

Yousefi A, Basu I, Paulk AC, Peled N, Eskandar EN, Dougherty DD, Cash SS, Widge AS, Eden UT. “Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach”, Neural Comput. 2019 Sep;31(9):1751-1788. DOI: 10.1162/neco_a_01196

Proix T, Aghagolzadeh M, Madsen JR, Cosgrove R, Eskandar E, Hochberg LR, Cash SS, Truccolo W. “Intracortical neural activity distal to seizure-onset-areas predicts human focal seizures.” PLoS One. 2019 Jul 22;14(7):e0211847. PMCID: PMC6645464

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. “Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.” Crit Care Med. 2019 Oct;47(10):1416-1423. PMCID: PMC6746597

Park YS, Cosgrove R, Madsen JR, Eskandar EN, Hochberg LR, Cash SS, Truccolo W. “Early Detection of Human Epileptic Seizures Based on Intracortical Microelectrode Array Signals.” IEEE Trans Biomed Eng. (2019); PMC31180831.

Das A, Sexton D, Lainscsek C, Cash SS, Sejnowski TJ. “Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures.” Neural Comput. (2019); PMC31113298.

Widge AS, Zorowitz S, Basu I, Paulk AC, Cash SS, Eskandar EN, Deckersbach T, Miller EK, Dougherty DD. “Deep brain stimulation of the internal capsule enhances human cognitive control and prefrontal cortex function.” Nat Commun. (2019); PMC30948727.

Basu I, Robertson MM, Crocker B, Peled N, Farnes K, Vallejo-Lopez DI, Deng H, Thombs M, Martinez-Rubio C, Cheng JJ, McDonald E, Dougherty DD, Eskandar EN, Widge AS, Paulk AC, Cash SS. “Consistent linear and non-linear responses to invasive electrical brain stimulation across individuals and primate species with implanted electrodes.” Brain Stimul. (2019); PMC30904423.

Milekovic T, Bacher D, Sarma AA, Simeral JD, Saab J, Pandarinath C, Yvert B, Sorice BL, Blabe C, Oakley EM, Tringale KR, Eskandar E, Cash SS, Shenoy KV, Henderson JM, Hochberg LR, Donoghue JP. “Volitional control of single-electrode high gamma local field potentials by people with paralysis.” J Neurophysiol. (2019); PMC30785814.

Sampson AL, Lainscsek C, Gonzalez CE, Ulbert I, Devinsky O, Fabó D, Madsen JR, Halgren E, Cash SS, Sejnowski TJ. “Delay differential analysis for dynamical sleep spindle detection.” J Neurosci Methods. (2019); PMC30707917.

Amorim E, Ghassemi MM, Lee JW, Greer DM, Kaplan PW, Cole AJ, Cash SS, Bianchi MT, Westover MB. “Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication.” Crit Care Med. (2018); PMC30247243.

Vargas-Irwin CE, Feldman JM, King B, Simeral JD, Sorice BL, Oakley EM, Cash SS, Eskandar EN, Friehs GM, Hochberg LR, Donoghue JP. “Watch, Imagine, Attempt: Motor Cortex Single-Unit Activity Reveals Context-Dependent Movement Encoding in Humans With Tetraplegia.” Front Hum Neurosci. (2018); PMC30524258.

Amorim E, Gilmore EJ, Abend NS, Hahn CD, Gaspard N, Herman ST, Hirsch LJ, Lee JW, Cash SS, Westover MB. “EEG Reactivity Evaluation Practices for Adult and Pediatric Hypoxic-Ischemic Coma Prognostication in North America.” J Clin Neurophysiol. (2018); PMC30216207.

Sun H, Paixao L, Oliva JT, Goparaju B, Carvalho DZ, van Leeuwen KG, Akeju O, Thomas RJ, Cash SS, Bianchi MT, Westover MB. “Brain age from the electroencephalogram of sleep.” Neurobiol Aging. (2019); PMC30448611.

Beaulieu-Laroche L, Toloza EHS, van der Goes MS, Lafourcade M, Barnagian D, Williams ZM, Eskandar EN, Frosch MP, Cash SS, Harnett MT. “Enhanced Dendritic Compartmentalization in Human Cortical Neurons.” Cell. (2018); PMC30340039.

Rosen BQ, Krishnan GP, Sanda P, Komarov M, Sejnowski T, Rulkov N, Ulbert I, Eross L, Madsen J, Devinsky O, Doyle W, Fabo D, Cash S, Bazhenov M, Halgren E. “Simulating human sleep spindle MEG and EEG from ion channel and circuit level dynamics.” J Neurosci Methods. (2019); PMC30300700.

Gonzalez CE, Mak-McCully RA, Rosen BQ, Cash SS, Chauvel PY, Bastuji H, Rey M, Halgren E. “Theta Bursts Precede, and Spindles Follow, Cortical and Thalamic Downstates in Human NREM Sleep.” J Neurosci. (2018); PMC30242045.

Basu I, Crocker B, Farnes K, Robertson MM, Paulk AC, Vallejo DI, Dougherty DD, Cash SS, Eskandar EN, Kramer MM, Widge AS. “A neural mass model to predict electrical stimulation evoked responses in human and non-human primate brain.” J Neural Eng. (2018); PMC30211694.

Bao EL, Chao LY, Ni P, Moura LMVR, Cole AJ, Cash SS, Hoch DB, Bianchi MT, Westover MB. “Antiepileptic drug treatment after an unprovoked first seizure: A decision analysis.” Neurology. (2018); PMC30209239.

Lewis LD, Piantoni G, Peterfreund RA, Eskandar EN, Harrell PG, Akeju O, Aglio LS, Cash SS, Brown EN, Mukamel EA, Purdon PL. “A transient cortical state with sleep-like sensory responses precedes emergence from general anesthesia in humans.” Elife. (2018); PMC30095069.

Spencer E, Martinet LE, Eskandar EN, Chu CJ, Kolaczyk ED, Cash SS, Eden UT, Kramer MA. “A procedure to increase the power of Granger-causal analysis through temporal smoothing.” J Neurosci Methods. (2018); PMC30031776.

Song J, Sun H, Jing J, Carlos L, Chao L, Cash SS, Zhang R, Westover MB. “A Mean Field Model of Acute Hepatic Encephalopathy.” Conf Proc IEEE Eng Med Biol Soc. (2018); PMC30440882.

Thomas J, Comoretto L, Jin J, Dauwels J, Cash SS, Westover MB. EEG “CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection.” Conf Proc IEEE Eng Med Biol Soc. (2018); PMC30441062.

Zaeimbashi M, Wang Z, Lee SW, Cash S, Fried S, Sun N. “Micro-solenoid inductors with magnetic core for neural stimulation.” Conf Proc IEEE Eng Med Biol Soc. (2018); PMC30440849.

Krishnan GP, Rosen BQ, Chen JY, Muller L, Sejnowski TJ, Cash SS, Halgren E, Bazhenov M. “Thalamocortical and intracortical laminar connectivity determines sleep spindle properties.” PLoS Comput Biol. (2018); PMC29949575.

Naftulin JS, Ahmed OJ, Piantoni G, Eichenlaub JB, Martinet LE, Kramer MA, Cash SS. “Ictal and preictal power changes outside of the seizure focus correlate with seizure generalization.” Epilepsia. (2018); PMC29897628.

Brown R, Lam AD, Gonzalez-Sulser A, Ying A, Jones M, Chou RC, Tzioras M, Jordan CY, Jedrasiak-Cape I, Hemonnot AL, Abou Jaoude M, Cole AJ, Cash SS, Saito T, Saido T, Ribchester RR, Hashemi K, Oren I. “Circadian and Brain State Modulation of Network Hyperexcitability in Alzheimer’s Disease.” eNeuro. (2018); PMC29780880.

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. “Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy.” Ann Neurol. (2018); PMC29659050.

Chatelle C, Spencer CA, Cash SS, Hochberg LR, Edlow BL. “Feasibility of an EEG-based brain-computer interface in the intensive care unit.” Clin Neurophysiol. (2018); PMC29804044.

Milekovic T, Sarma AA, Bacher D, Simeral JD, Saab J, Pandarinath C, Sorice BL, Blabe C, Oakley EM, Tringale KR, Eskandar E, Cash SS, Henderson JM, Shenoy KV, Donoghue JP, Hochberg LR. “Stable long-term BCI-enabled communication in ALS and locked-in syndrome using LFP signals.” J Neurophysiol. (2018); PMC29694279.

Kim JA, Boyle EJ, Wu AC, Cole AJ, Staley KJ, Zafar S, Cash SS, Westover MB. “Epileptiform activity in traumatic brain injury predicts post-traumatic epilepsy.” Ann Neurol. (2018); PMC29537656.

Brandman DM, Hosman T, Saab J, Burkhart MC, Shanahan BE, Ciancibello JG, Sarma AA, Milstein DJ, Vargas-Irwin CE, Franco B, Kelemen J, Blabe C, Murphy BA, Young DR, Willett FR, Pandarinath C, Stavisky SD, Kirsch RF, Walter BL, Bolu Ajiboye A, Cash SS, Eskandar EN, Miller JP, Sweet JA, Shenoy KV, Henderson JM, Jarosiewicz B, Harrison MT, Simeral JD, Hochberg LR. “Rapid calibration of an intracortical brain-computer interface for people with tetraplegia.” J Neural Eng. (2018); PMC29363625.

Hagler DJ, Ulbert I, Wittner L, Eross L, Madsen JR, Devinsky O, Doyle W, Fabó D, Cash SS, Halgren E. “Heterogeneous Origins of Human Sleep Spindles in Different Cortical Layers.” J Neurosci. (2018); PMC29449429.

Halgren M, Fabó D, Ulbert I, Madsen JR, Eross L, Doyle WK, Devinsky O, Schomer D, Cash SS, Halgren E. “Superficial Slow Rhythms Integrate Cortical Processing in Humans.” Sci Rep. (2018); PMC29391596.

Jiang X, Shamie I, K Doyle W, Friedman D, Dugan P, Devinsky O, Eskandar E, Cash SS, Thesen T, Halgren E. “Replay of large-scale spatio-temporal patterns from waking during subsequent NREM sleep in human cortex.” Sci Rep. (2017); PMC29234075.

Lainscsek C, Weyhenmeyer J, Cash SS, Sejnowski TJ. “Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data”, Neural Comput. (2017); PMC28777720.

Thomas J, Jing Jin, Dauwels J, Cash SS, Westover MB. “Automated epileptiform spike detection via affinity propogation-based template matching”, Conf Proc IEEE Eng Med Biol Soc. (2017); PMC29060543.

Karakis I, Pathmanathan JS, Chang R, Cook EF, Cash SS, Cole AJ. “Prognostic value of EEG asymmetries for development of drug-resistance in drug-naïve patients with genetic generalized epilepsies”, Clin. Neurophysiol. (2014); PMC3925004.

Quinn BT, Carlson C, Doyle W, Cash SS, Devinsky O, Spence C, Halgren E, Thesen T. “Intracranial Cortical Responses during Visual-Tactile Integration in Humans”, J Neurosci. (2014). PMC3866483.

Chu CJ, Leahy J, Pathmanathan J, Kramer MA, Cash SS. “The maturation of cortical sleep rhythms and networks over early development.”, Clin. Neurophysiol. (2014); PMC4035415.

Mukamel EA, Pirondini E, Babadi B, Wong KF, Pierce ET, Harrell PG, Walsh JL, Salazar-Gomez AF, Cash SS, Eskandar EN, Weiner VS, Brown EN, Purdon PL. “A Transition in Brain State during Propofol-Induced Unconsciousness”, J. Neurosci. (2014). PMC3891963

Moura LM, Shafi MM, Ng M, Pati S, Cash SS, Cole AJ, Hoch DB, Rosenthal ES, Westover MB. “Spectrogram screening of adult EEGs is sensitive and efficient”, Neurology. (2014). PMC4114174

Truccolo W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash SS. “Neuronal ensemble synchrony during human focal seizures”, J Neurosci. (2014). PMC4107409

Westover MB, Shafi MM, Bianchi MT, Moura LM, O’Rourke D, Rosenthal ES, Chu CJ, Donovan S, Hoch DB, Kilbride RD, Cole AJ, Cash SS.” The probability of seizures during EEG monitoring in critically ill adults”, Clin Neurophysiol. (2014).PMC4289643

Masse NY, Jarosiewicz B, Simeral JD, Bacher D, Stavisky SD, Cash SS, Oakley EM, Berhanu E, Eskandar E, Friehs G, Hochberg LR, Donoghue JP. “Non-causal spike filtering improves decoding of movement intention for intracortical BCIs”, J Neurosci Methods. (2014). PMC4169749.

Akama-Garren EH, Bianchi MT, Leveroni C, Cole AJ, Cash SS, Westover MB. “Weighing the value of memory loss in the surgical evaluation of left temporal lobe epilepsy: A decision analysis”, Epilepsia (2014). PMID25244498

Mak-McCully RA, Deiss SR, Rosen BQ, Jung KY, Sejnowski TJ, Bastuji H, Rey M, Cash SS, Bazhenov M, Halgren E. “Synchronization of Isolated Downstates (K-Complexes) May Be Caused by Cortically-Induced Disruption of Thalamic Spindling”, PLoS. Comput. Biol. (2014). PMC4177663.

Karakis I, Leeman-Markowski BA, Leveroni CL, Kilbride RD, Cash SS, Eskandar EN, Simon MV. “Intra-stimulation discharges: An overlooked cortical electrographic entity triggered by direct electrical stimulation”, Clin. Neurophysiol. (2014). PMID:25266305

Bacher D, Jarosiewicz B, Masse NY, Stavisky SD, Simeral JD, Newell K, Oakley EM, Cash SS, Friehs G, Hochberg LR. “Neural Point-and-Click Communication by a Person With Incomplete Locked-In Syndrome”, Neurorehabil. Neural Repair (2014). PMID:25385765

Ng MC, Gaspard N, Cole AJ, Hoch DB, Cash SS, Bianchi M, O’Rourke DA, Rosenthal ES, Chu CJ, Westover MB. “The standardization debate: A conflation trap in critical care electroencephalography”, Seizure. (2014). PMID:25457454

Chu CJ, Tanaka N, Diaz J, Edlow BL, Wu O, Hämäläinen M, Stufflebeam S, Cash SS, Kramer MA. “EEG functional connectivity is partially predicted by underlying white matter connectivity”, Neuroimage. (2014). PMID:25534110

Sinha N, Dauwels J, Yujiang Wang, Cash SS, Taylor PN. “An in silico approach for pre-surgical evaluation of an epileptic cortex”, Conf Proc IEEE Eng Med Biol Soc. (2014). PMID:25571086

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W. “Early detection of human focal seizures based on cortical multiunit activity”, Conf Proc IEEE Eng Med Biol Soc. (2014). PMC4288016

Do Valle BG, Cash SS, Sodini CG. “Wireless behind-the-ear EEG recording device with wireless interface to a mobile device (iPhone/iPod touch)”, Conf Proc IEEE Eng Med Biol Soc. (2014). PMID:25571352

Ahmed OJ, Cash SS. “Finding synchrony in the desynchronized EEG: the history and interpretation of gamma rhythms”, Front. Integr. Neurosci. (2013); PMC3740477

Cash SS. “Status epilepticus as a system disturbance: Is status epilepticus due to synchronization or desynchronization”, Epilepsia. (2013).; PMC3767191

Westover MB, Ching S, Shafi MM, Cash SS, Brown EN. “Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression.” Conf Proc IEEE Eng Med Biol Soc. (2013); PMC3939432.

Homer M, Perge J, Black M, Harrison M, Cash SS, Hochberg L.” Adaptive Offset Correction for Intracortical Brain Computer Interfaces”, IEEE Trans Neural Syst Rehabil Eng. (2014). PMC4117314

Shafi MM., Westover MB., Oberman L., Cash SS., Pascual-Leone A. “Modulation of EEG Functional Connectivity Networks in Subjects Undergoing Repetitive Transcranial Magnetic Stimulation”, Brain Topogr., (2013). PMID: 23796546.

Westover MB, Bianchi MT, Shafi M, Hoch DB, Cole AJ, Chiappa K, Cash SS. “Inferring seizure frequency from brief EEG recordings”, J. Clin. Neurophysiol., (2013). PMC3616271.

Sukhotinsky I, Chan AM, Ahmed OJ, Rao VR, Gradinaru V, Ramakrishnan C, Deisseroth K, Majewska AK, Cash SS. “Optogenetic delay of status epilepticus onset in an in vivo rodent epilepsy model”, PLoS One (2013). PMC3834849.

Chan AM, Dykstra AR, Jayaram V, Leonard MK, Travis KE, Gygi B, Baker JM, Eskandar E, Hochberg LR, Halgren E, Cash SS. “Speech-Specific Tuning of Neurons in Human Superior Temporal Gyrus”, Cereb Cortex, (2013). PMID: 23680841.

Yücel MA, Selb J, Boas DA, Cash SS, Cooper RJ. “Reducing motion artifacts for long-term clinical NIRS monitoring using collodion-fixed prism-based optical fibers”, Neuroimage, (2013). PMID: 23796546.

Jarosiewicz B, Masse NY, Bacher D, Cash SS, Eskandar E, Friehs G, Donoghue JP, Hochberg LR. “Advantages of closed-loop calibration in intracortical brain-computer interfaces for people with tetraplegia”, J. Neural Eng., (2013). PMID: 23838067.

Lewis LD, Ching S, Weiner VS, Peterfreund RA, Eskandar EN, Cash SS, Brown EN, Purdon PL. “Local cortical dynamics of burst suppression in the anaesthetized brain”, Brain (2013). PMC3754454.

Brandon Westover M, Shafi MM, Ching S, Chemali JJ, Purdon PL, Cash SS, Brown EN. “Real-time segmentation of burst suppression patterns in critical care EEG monitoring”, J. Neurosci. Methods, (2013). PMID: 23891828.

Dykstra AR, Chan AM, Quinn BT, Zepeda R, Keller CJ, Cormier J, Madsen JR, Eskandar EN, Cash SS. “Individualized localization and cortical surface-based registration of intracranial electrodes” Neuroimage., (2012); PMC3288767.

Kramer MA, Cash SS. “Epilepsy as a disorder of cortical network organization”, Neuroscientist, (2012); NIHMS496032.

Westover, MB, Cormier, J., Bianchi, MT, Shafi, M., Kilbride, R., Cole, AJ. , Cash, SS. “Revising the Rule of Three for Inferring Seizure Freedom” Epilepsia, (2012); PMC3267849.

Lewis, LD., Weiner, VS., Mukamel, EA., Donoghue, JA., Eskandar, EN., Madsen, JR., Anderson, WS., Hochberg, LR., Cash, SS., Brown, EN., Purdon, PL.. “Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousness”, Proc. Natl. Acad. Sci., (2012); PMC3523833.

Kramer, MA., Truccolo, W., Eden, UT., Lepage, KQ., Hochberg, LR., Eskandar, E., Madsen, JR., Lee, JW., Maheshwari, A., Halgren E., Chu, CJ., Cash, SS. “Spontaneous seizure termination across spatial scales via a critical transition”,  Proc. Natl. Acad. Sci., (2012). PMC3529091.

Thesen, T., McDonald, CR., Carlson, C., Doyle, W., Cash, S., Sherfey, J., Felsovalyi, O., Girard, H., Barr, W., Devinsky, O., Kuzniecky, R., Halgren, E. “Sequential then interactive processing of letters and words in the left fusiform gyrus”, Nat. Commun., (2012). PMID: 23250414.

Westover, MB., Eiseman, NA., Cash, SS., Bianchi, MT. “Information theoretic quantification of diagnostic uncertainty”, Open Med Inform J., (2012); PMC3537080.

Ferguson, M., Bianchi, MT., Sutter R., Rosenthal, ES., Cash, SS., Kaplan, PW., Westover, MB. “Calculating the Risk Benefit Equation for Aggressive Treatment of Non-convulsive Status Epilepticus”, Neurocrit Care, (2012). PMID: 23065689.

Shafi, MM., Westover, MB., Cole, AJ., Kilbride, RD., Hoch, DB., Cash, SS. “Absence of early epileptiform abnormalities predicts lack of seizures on continuous EEG”, Neurology, (2012). PMC3475619.

Dehghani,,N., Hatsopoulos, NG., Haga, ZD., Parker, RA., Greger, B., Halgren, E., Cash, SS., Destexhe, A. “Avalanche Analysis from Multielectrode Ensemble Recordings in Cat, Monkey, and Human Cerebral Cortex during Wakefulness and Sleep”, Front Physiol, (2012); PMC3429073.

Bonjean, M., Baker, T., Bazhenov, M., Cash, SS., Halgren E, Sejnowski T., “Interactions between core and matrix thalamocortical projections in human sleep spindle synchronization” J. Neurosci., (2012); PMC3342310.

Peyrache A, Dehghani N, Eskandar EN, Madsen JR, Anderson WS, Donoghue JA,Hochberg LR, Halgren E, Cash SS, Destexhe A. “Spatiotemporal dynamics of neocortical excitation and inhibition during human sleep.” Proc Natl Acad Sci U S A. 2012 Jan 31;109(5):1731-6. Epub 2012 Jan 17. PubMed PMID: 22307639; PubMed Central PMCID: PMC3277175.

Chu CJ, Kramer MA, Pathmanathan J, Bianchi MT, Westover MB, Wizon L, Cash SS. “Emergence of stable functional networks in long-term human electroencephalography.” J Neurosci. 2012 Feb 22;32(8):2703-13. PubMed PMID: 22357854; PubMed Central PMCID: PMC3361717.

Sabolek HR, Swiercz WB, Lillis KP, Cash SS, Huberfeld G, Zhao G, Ste Marie L, Clemenceau S, Barsh G, Miles R, Staley KJ. “A candidate mechanism underlying the variance of interictal spike propagation.” J Neurosci. 2012; PMC3319688.

Hochberg LR, Bacher D, Jarosiewicz B, Masse NY, Simeral JD, Vogel J, Haddadin S, Liu J, Cash SS, van der Smagt P, Donoghue JP. “Reach and grasp by people with tetraplegia using a neurally controlled robotic arm”, Nature. 2012 May 16;485(7398):372-5. doi: 10.1038/nature11076. PubMed PMID: 22596161, PMC3640850.

Yang AI, Wang X, Doyle WK, Halgren E, Carlson C, Belcher TL, Cash SS, Devinsky O, Thesen T. “Localization of dense intracranial electrode arrays using magnetic resonance imaging.” Neuroimage. 2012 Oct 15;63(1):157-65. Epub 2012 Jun 30. PubMed PMID: 22759995.

Travis KE, Leonard MK, Chan AM, Torres C, Sizemore ML, Qu Z, Eskandar E, Dale AM, Elman JL, Cash SS, Halgren E. “Independence of Early Speech Processing from Word Meaning. Cereb Cortex.” 2012  Aug 8. PubMed PMID: 22875868.

Truccolo W*, Donoghue JA*, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, and Cash SS. “Single neuron dynamics in human focal epilepsy.” Nature Neuroscience. Advance online 27 March 2011, (doi:10.1038/nn.2782). [Epub ahead of print]  Download PDFView Media

Dykstra AR, Halgren E, Thesen T, Carlson CE, Doyle W, Madsen JR, Eskandar EN, Cash SS. “Widespread Brain Areas Engaged during a Classical Auditory Streaming Task Revealed by Intracranial EEG”, Front Hum Neurosci. (2011); PMC3154443.

Chu-Shore CJ, Kramer MA, Bianchi MT, Caviness VS, and Cash SS. “Network Analysis: Applications for the Developing Brain.” Journal of Child Neurology. (2011 Feb 7) [Epub ahead of print]Abstract from J Child Neurol.

Kramer MA , Eden UT, Kolaczyk ED, Zepeda R, Eskandar EN, Cash SS . “Coalescence and Fragmentation of Cortical Networks during Focal Seizures.” Journal of Neuroscience, (2010)30:10076-10085. Abstract from J Neuroscience

Chan AM, Halgren E, Marinkovic K, Cash SS (2011) Decoding word and category-specific spatiotemporal representations from MEG and EEG. NeuroImage 54:3028-3039. Abstract From PubMed

Csercsa R, Dombovári B, Fabó D, Wittner L, Eross L, Entz L, Sólyom A, Rásonyi G, Szucs A, Kelemen A, Jakus R, Juhos V, Grand L, Magony A, Halász P, Freund TF, Maglóczky Z, Cash SS, Papp L, Karmos G, Halgren E, Ulbert I (2010). “Laminar Analysis of Slow Wave Activity in Humans.” Brain. 2010 Sep;133(9):2814-29. PMC3105490.

Keller CJ, Truccolo W, Gale JT, Eskandar EN,  Thesen T, Chad Carlson, Devinsky O, Ruben Kuzniecky, Doyle WK,  Madsen JR, Schomer DL, Mehta AD,  Brown EN, Hochberg LR, Ulbert I, Halgren E, and Cash SS (2010). “Heterogeneous neuronal firing patterns during interictal epileptiform discharges in the human cortex.” Brain 133 (6):1668-81. PMC2877906.

Dehghani N, Bédard C, Cash SS, Halgren E, Destexhe A (2010). “Comparative power spectral analysis of simultaneous elecroencephalographic and magnetoencephalographic recordings in humans suggests non-resistive extracellular media.” Journal of Computational Neuroscience. 2010 Dec;29(3):405-21. PMC2978899.

Cash SS, Halgren E, Dehghani N, Rossetti AO, Bromfield EB, Thesen T, Wang C, Devinsky O, Kuzniecky R, Doyle W, Madsen JR, Eross L, Halasz P, Karmos G and Ulbert I(2009). “The Human K-Complex Represents an Isolated Cortical Down State.” Science, 5930(324): 1084-1087. Abstract from Science

Dehghani N, Cash SS, Rossetti A, Chen CC, Halgren E (2010). “Magnetoencephalography Demonstrates Multiple Asynchronous Generators during Human Sleep Spindles.” J Neurophysiology. PMC2904206.

Bianchi MT, Alexander BM, and Cash SS (2008). “Incorporating Uncertainty Into Medical Decision Making: An Approach to Unexpected Test Results.” Med Decis Making. 29(1): 116-124. PMID: 18812583.

Bianchi MT, Pathmanathan J, and Cash SS (2008). “From ion channels to complex networks: Magic bullet versus magic shotgun approaches to anticonvulsant pharmacotherapy.” Med Hypotheses. 72(3): 297-305. PMID: 19046822.

Costello DJ, Shields DC, Cash SS, Eskandar EN, Cosgrove GR, and Cole AJ (2008). “Consideration of epilepsy surgery in adults should be independent of age.” Clin Neurol Neurosurg. 111(3): 240-245. PMID: 19028008.

Keller CJ, Cash SS, Narayanan S, Wang C, Kuzniecky R, Carlson C, Devinsky O, Thesen T, Doyle W, Sassaroli A, Boas DA, Ulbert I, and Halgren E (2009). “Intracranial microprobe for evaluating neuro-hemodynamic coupling in unanesthetized human neocortex.” Journal of Neuroscience Methods.179(2): 208-218. PMC2680793.

Gow D, Keller C, Meng N, Eskandar EN, and Cash SS. (2009) “Parallel versus serial processing dependencies in the perisylvian speech network: A Granger analysis of intracranial EEG data” Brain and Language, 110(1):43-48. PMC2693301.

Kramer MA, Eden, UT., Cash SS, Kolaczyk ED (2009). “Network inference – with confidence – from multivariate time series,” Phys Review E. 79(6): PMID: 19658533.

Sahin NT, Pinker S, Cash SS, Schomer D, Halgren E (2009). “Sequential Processing of Lexical, Grammatical and Phonological Information within Broca’s Area,” Science, 326, 445-449. View Abstract From Science

Zheng Y, Moussally J, Cash SS, Karnam HB, Cole AJ (2010). “Intravenous levetiracetam in the rat pilocarpine-induced status epilepticus model: behavioral, physiological and histological studies.” Neuropharmacology. 58(4-5):793-8.PMC2834228.

Bangera NB, Schomer DL, Dehghani N, Ulbert I, Cash SS, Papavasiliou S, Eisenberg SR, Dale AM, Halgren E (2010). “Experimental validation of the influence of white matter anisotropy on the intracranial EEG forward solution.” J Comput Neurosci. PMC2912982.

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