My Bibliography

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O'Connor T, Santaniello S, Javidi B. COVID-19 detection from red blood cells using highly comparative time-series analysis (HCTSA) in digital holographic microscopy. Opt Express. 2022 Jan 17;30(2):1723-1736. doi: 10.1364/OE.442321. PubMed PMID: 35209327.

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Zhang X, Santaniello S. Optimal and Adaptive Stimulation Design. In: Thakor N, editor. Handbook of Neuroengineering [Internet] Singapore: Springer Singapore; 2022. Chapter 60-1; p.1-64. Available from: https://doi.org/10.1007/978-981-15-2848-4_60-1.

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Zhang X, Hancock R, Santaniello S. Transcranial direct current stimulation of cerebellum alters spiking precision in cerebellar cortex: A modeling study of cellular responses. PLoS Comput Biol. 2021 Dec;17(12):e1009609. doi: 10.1371/journal.pcbi.1009609. eCollection 2021 Dec. PubMed PMID: 34882680; PubMed Central PMCID: PMC8691604.

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Santaniello S, McConnell GC, Gale JT, Faghih RT, Kemere C, Hilliard JD, Han M. Editorial: Towards the Next Generation of Deep Brain Stimulation Therapies: Technological Advancements, Computational Methods, and New Targets. Front Neurosci. 2021;15:737737. doi: 10.3389/fnins.2021.737737. eCollection 2021. PubMed PMID: 34489638; PubMed Central PMCID: PMC8418228.

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Hou B, Varghese N, Soh H, Santaniello S, Tzingounis AV. Loss of KCNQ2 or KCNQ3 Leads to Multifocal Time-Varying Activity in the Neonatal Forebrain Ex Vivo. eNeuro. 2021 May-Jun;8(3). doi: 10.1523/ENEURO.0024-21.2021. Print 2021 May-Jun. PubMed PMID: 33863780; PubMed Central PMCID: PMC8143017.

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Schreglmann SR, Wang D, Peach RL, Li J, Zhang X, Latorre A, Rhodes E, Panella E, Cassara AM, Boyden ES, Barahona M, Santaniello S, Rothwell J, Bhatia KP, Grossman N. Non-invasive suppression of essential tremor via phase-locked disruption of its temporal coherence. Nat Commun. 2021 Jan 13;12(1):363. doi: 10.1038/s41467-020-20581-7. PubMed PMID: 33441542; PubMed Central PMCID: PMC7806740.

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Kang YJ, Clement EM, Sumsky SL, Xiang Y, Park IH, Santaniello S, Greenfield LJ Jr, Garcia-Rill E, Smith BN, Lee SH. The critical role of persistent sodium current in hippocampal gamma oscillations. Neuropharmacology. 2020 Jan 1;162:107787. doi: 10.1016/j.neuropharm.2019.107787. Epub 2019 Sep 21. PubMed PMID: 31550457; PubMed Central PMCID: PMC6952064.

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Sood D, Cairns DM, Dabbi JM, Ramakrishnan C, Deisseroth K, Black LD 3rd, Santaniello S, Kaplan DL. Functional maturation of human neural stem cells in a 3D bioengineered brain model enriched with fetal brain-derived matrix. Sci Rep. 2019 Nov 29;9(1):17874. doi: 10.1038/s41598-019-54248-1. PubMed PMID: 31784595; PubMed Central PMCID: PMC6884597.

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Sumsky SL, Somma T, Santaniello S, Schomer M. Modularity-Based Detection of Ripples in Scalp EEG. 2019 53rd Asilomar Conference on Signals, Systems, and Computers. 2019 November; :250-253. doi: 10.1109/IEEECONF44664.2019.9048848.

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Zhang X, Santaniello S. Role of cerebellar GABAergic dysfunctions in the origins of essential tremor. Proc Natl Acad Sci U S A. 2019 Jul 2;116(27):13592-13601. doi: 10.1073/pnas.1817689116. Epub 2019 Jun 17. PubMed PMID: 31209041; PubMed Central PMCID: PMC6612915.

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Sumsky SL, Santaniello S. Decision Support System for Seizure Onset Zone Localization Based on Channel Ranking and High-Frequency EEG Activity. IEEE J Biomed Health Inform. 2019 Jul;23(4):1535-1545. doi: 10.1109/JBHI.2018.2867875. Epub 2018 Aug 30. PubMed PMID: 30176615.

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Saxena S, Sarma SV, Patel SR, Santaniello S, Eskandar EN, Gale JT. Modulations in Oscillatory Activity of Globus Pallidus Internus Neurons During a Directed Hand Movement Task-A Primary Mechanism for Motor Planning. Front Syst Neurosci. 2019;13:15. doi: 10.3389/fnsys.2019.00015. eCollection 2019. PubMed PMID: 31133824; PubMed Central PMCID: PMC6524693.

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Zhang X, Santaniello S. A Computational Model of the Cortico-Cerebello-Thalamo-Cortical Pathway Under Essential Tremor and Cerebellar Neuromodulation. Brain Stimulation. 2019 March; 12(2):e19-e20. doi: 10.1016/j.brs.2018.12.062.

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Santaniello S, Myers P. A Machine Learning Solution to Identify Signature Traits in Optimized DBS Patterns for Parkinson’s Disease. Brain Stimulation. 2019 March; 12(2):e20. doi: 10.1016/j.brs.2018.12.064.

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Tang-Schomer MD, Jackvony T, Santaniello S. Cortical Network Synchrony Under Applied Electrical Field in vitro. Front Neurosci. 2018;12:630. doi: 10.3389/fnins.2018.00630. eCollection 2018. PubMed PMID: 30297981; PubMed Central PMCID: PMC6160828.

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Santaniello S, Gale JT, Sarma SV. Systems approaches to optimizing deep brain stimulation therapies in Parkinson's disease. Wiley Interdiscip Rev Syst Biol Med. 2018 Sep;10(5):e1421. doi: 10.1002/wsbm.1421. Epub 2018 Mar 20. Review. PubMed PMID: 29558564; PubMed Central PMCID: PMC6148418.

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Sumsky SL, Santaniello S. Temporal Pattern of Ripple Events in Temporal Lobe Epilepsy: Towards a Pattern-based Localization of the Seizure Onset Zone. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:2288-2291. doi: 10.1109/EMBC.2018.8512742. PubMed PMID: 30440863.

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Sumsky SL, Schieber MH, Thakor NV, Sarma SV, Santaniello S. Decoding Kinematics Using Task-Independent Movement-Phase-Specific Encoding Models. IEEE Trans Neural Syst Rehabil Eng. 2017 Nov;25(11):2122-2132. doi: 10.1109/TNSRE.2017.2709756. PubMed PMID: 29125465.

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Deng C, Sun T, Manning Zhang, Gale JT, Montgomery EB, Santaniello S. Effects of the temporal pattern of subthalamic deep brain stimulation on the neuronal complexity in the globus pallidus. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3352-3355. doi: 10.1109/EMBC.2017.8037574. PubMed PMID: 29060615.

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Murphy PM, von Paternos AJ, Santaniello S. A novel HFO-based method for unsupervised localization of the seizure onset zone in drug-resistant epilepsy. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:1054-1057. doi: 10.1109/EMBC.2017.8037008. PubMed PMID: 29060055.

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Huang HD, Santaniello S. Closed-loop low-frequency DBS restores thalamocortical relay fidelity in a computational model of the motor loop. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:1954-1957. doi: 10.1109/EMBC.2017.8037232. PubMed PMID: 29060276.

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Gunnarsdottir K, Sadashivaiah V, Kerr M, Santaniello S, Sarma SV. Using demographic and time series physiological features to classify sepsis in the intensive care unit. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:778-782. doi: 10.1109/EMBC.2016.7590817. PubMed PMID: 28268442.

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Kang X, Sarma SV, Santaniello S, Schieber M, Thakor NV. Task-Independent Cognitive State Transition Detection From Cortical Neurons During 3-D Reach-to-Grasp Movements. IEEE Trans Neural Syst Rehabil Eng. 2015 Jul;23(4):676-82. doi: 10.1109/TNSRE.2015.2396495. Epub 2015 Jan 27. PubMed PMID: 25643410.

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Santaniello S, McCarthy MM, Montgomery EB Jr, Gale JT, Kopell N, Sarma SV. Therapeutic mechanisms of high-frequency stimulation in Parkinson's disease and neural restoration via loop-based reinforcement. Proc Natl Acad Sci U S A. 2015 Feb 10;112(6):E586-95. doi: 10.1073/pnas.1406549111. Epub 2015 Jan 26. PubMed PMID: 25624501; PubMed Central PMCID: PMC4330724.

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Yaffe RB, Borger P, Megevand P, Groppe DM, Kramer MA, Chu CJ, Santaniello S, Meisel C, Mehta AD, Sarma SV. Physiology of functional and effective networks in epilepsy. Clin Neurophysiol. 2015 Feb;126(2):227-36. doi: 10.1016/j.clinph.2014.09.009. Epub 2014 Sep 22. Review. PubMed PMID: 25283711.

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Ricci, A., Santaniello, S., Fiengo, G., Glielmo, L.. Linear Quadratic control for restoring paralyzed muscles to standing through Functional Electrical Stimulation in paraplegic patients. 2009 European Control Conference, ECC 2009. 2009 European Control Conference, ECC 2009; 2015; c2015.

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Santaniello, S., Fiengo, G., Glielmo, L.. Nicely nonlinear LQ-based control. 2009 European Control Conference, ECC 2009. 2009 European Control Conference, ECC 2009; 2015; c2015.

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Burns SP, Santaniello S, Yaffe RB, Jouny CC, Crone NE, Bergey GK, Anderson WS, Sarma SV. Network dynamics of the brain and influence of the epileptic seizure onset zone. Proc Natl Acad Sci U S A. 2014 Dec 9;111(49):E5321-30. doi: 10.1073/pnas.1401752111. Epub 2014 Nov 17. PubMed PMID: 25404339; PubMed Central PMCID: PMC4267355.

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Sarma SV, Santaniello S, Eden U. Modeling, estimation and control of neurons and neuronal networks. 22nd Mediterranean Conference on Control and Automation. 2014 June; :1202-1204. doi: 10.1109/MED.2014.6961539.

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Sarma S, Santaniello S, Eden U. Modeling, estimation and control of neurons and neuronal networks. 22nd Mediterranean Conference on Control and Automation. 2014 22nd Mediterranean Conference of Control and Automation (MED); ; Palermo. IEEE; c2014.

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Santaniello S, Granite SJ, Sarma SV, Winslow RL. Computing network-based features from physiological time series: application to sepsis detection. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:3825-6. doi: 10.1109/EMBC.2014.6944457. PubMed PMID: 25570825.

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Agarwal R, Santaniello S, Sarma SV. Generalizing performance limitations of relay neurons: application to Parkinson's disease. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:6573-6. doi: 10.1109/EMBC.2014.6945134. PubMed PMID: 25571502; PubMed Central PMCID: PMC6561081.

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Hao S, Subramanian S, Jordan A, Santaniello S, Yaffe R, Jouny CC, Bergey GK, Anderson WS, Sarma SV. Computing network-based features from intracranial EEG time series data: Application to seizure focus localization. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:5812-5. doi: 10.1109/EMBC.2014.6944949. PubMed PMID: 25571317.

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Santaniello S, Burns SP, Anderson WS, Sarma SV. An optimal control approach to seizure detection in drug-resistant epilepsy. In: Kulkarni VV, Stan GB, Raman K, editors. A Systems Theoretic Approach to Systems and Synthetic Biology I: Models and System Characterization Dordrecht, Netherlands: Springer; 2014. Chapter 6; p.153-178. XVIII, 332p.

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Santaniello S, Burns S, Anderson W, Sarma S. An Optimal Control Approach to Seizure Detection in Drug-Resistant Epilepsy. In: Kulkarni V, Stan G, Raman K, editors. A Systems Theoretic Approach to Systems and Synthetic Biology I: Models and System Characterizations [Internet] Dordrecht: Springer Netherlands; 2014. Chapter Chapter 6; 153-178p. Available from: http://link.springer.com/10.1007/978-94-017-9041-3_6.

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Burns S, Santaniello S, Anderson W, Sarma S. State Dynamics of the Epileptic Brain. Volume 2: Control, Monitoring, and Energy Harvesting of Vibratory Systems; Cooperative and Networked Control; Delay Systems; Dynamical Modeling and Diagnostics in Biomedical Systems; Estimation and Id of Energy Systems; Fault Detection; Flow and Thermal Systems; Haptics and Hand Motion; Human Assistive Systems and Wearable Robots; Instrumentation and Characterization in Bio-Systems; Intelligent Transportation Systems; Linear Systems and Robust Control; Marine Vehicles; Nonholonomic Systems. ASME 2013 Dynamic Systems and Control Conference; Oct. 21 - 23, 2013; Palo Alto, California, USA. American Society of Mechanical Engineers; c2013.

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Santaniello S, Gale JT, Montgomery EB Jr, Sarma SV. A Point Process Model-based Framework Reveals Reinforcement Mechanisms in Striatum during High Frequency STN DBS. Proc IEEE Conf Decis Control. 2012 Dec;2012:1645-1650. doi: 10.1109/cdc.2012.6426098. Epub 2013 Feb 4. PubMed PMID: 32454557; PubMed Central PMCID: PMC7244336.

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Santaniello S, Burns SP, Sarma SV. Automatic seizure onset detection in drug-resistant epilepsy: A Bayesian optimal solution. 2012 IEEE 51st IEEE Conference on Decision and Control (CDC). 2012 December; :3189-3194. doi: 10.1109/CDC.2012.6426566.

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Pedoto G, Santaniello S, Fiengo G, Glielmo L, Hallett M, Zhuang P, Sarma SV. Towards automated navigation of deep brain stimulating electrodes: Analyzing neuronal activity near the target. 2012 IEEE International Conference on Control Applications. 2012 October; :782-787. doi: 10.1109/CCA.2012.6402474.

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Pedoto G, Santaniello S, Fiengo G, Glielmo L, Hallett M, Zhuang P, Sarma S. Towards automated navigation of deep brain stimulating electrodes: Analyzing neuronal activity near the target. 2012 IEEE International Conference on Control Applications. 2012 IEEE International Conference on Control Applications (CCA); ; Dubrovnik, Croatia. IEEE; c2012.

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Santaniello S, Sherman DL, Thakor NV, Eskandar EN, Sarma SV. Optimal control-based bayesian detection of clinical and behavioral state transitions. IEEE Trans Neural Syst Rehabil Eng. 2012 Sep;20(5):708-19. doi: 10.1109/TNSRE.2012.2210246. Epub 2012 Aug 8. PubMed PMID: 22893447.

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Santaniello S, Burns SP, Sarma SV. Quickest seizure onset detection in drug-resistant epilepsy. 2012 American Control Conference (ACC). 2012 July; :4771-4776. doi: 10.1109/ACC.2012.6314753.

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Santaniello S, Montgomery EB Jr, Gale JT, Sarma SV. Non-stationary discharge patterns in motor cortex under subthalamic nucleus deep brain stimulation. Front Integr Neurosci. 2012;6:35. doi: 10.3389/fnint.2012.00035. eCollection 2012. PubMed PMID: 22754509; PubMed Central PMCID: PMC3385519.

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Pedoto G, Santaniello S, Fiengo G, Glielmo L, Hallett M, Zhuang P, Sarma SV. Point process modeling reveals anatomical non-uniform distribution across the subthalamic nucleus in Parkinson's disease. Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:2539-42. doi: 10.1109/EMBC.2012.6346481. PubMed PMID: 23366442; PubMed Central PMCID: PMC3822778.

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Santaniello S, Gale JT, Montgomery EB Jr, Sarma SV. Reinforcement mechanisms in putamen during high frequency STN DBS: A point process study. Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:1214-7. doi: 10.1109/EMBC.2012.6346155. PubMed PMID: 23366116; PubMed Central PMCID: PMC3822770.

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Santaniello, S., Burns, S.P., Sarma, S.V.. Quickest seizure onset detection in drug-resistant epilepsy. Proceedings of the American Control Conference. Proceedings of the American Control Conference; 2012; c2012.

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Santaniello S, Burns SP, Golby AJ, Singer JM, Anderson WS, Sarma SV. Quickest detection of drug-resistant seizures: an optimal control approach. Epilepsy Behav. 2011 Dec;22 Suppl 1:S49-60. doi: 10.1016/j.yebeh.2011.08.041. PubMed PMID: 22078519; PubMed Central PMCID: PMC3280702.

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Santaniello S, Fiengo G, Glielmo L, Grill WM. Closed-loop control of deep brain stimulation: a simulation study. IEEE Trans Neural Syst Rehabil Eng. 2011 Feb;19(1):15-24. doi: 10.1109/TNSRE.2010.2081377. Epub 2010 Sep 30. PubMed PMID: 20889437.

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Santaniello S, Sherman DL, Mirski MA, Thakor NV, Sarma SV. A Bayesian framework for analyzing iEEG data from a rat model of epilepsy. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:1435-8. doi: 10.1109/IEMBS.2011.6090355. PubMed PMID: 22254588.

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Santaniello S, Sarma SV. Quickest detection of state-transition in point processes: Application to neuronal activity. 2011 5th International IEEE/EMBS Conference on Neural Engineering. 2011; :108-111. doi: 10.1109/NER.2011.5910500.