[1] Liu W, Xu Y, Lin Y, Wang L, Zhou M, Yin P, Zhao G. Burden of epilepsy in China and its provinces, 1990 to 2019: findings from the Global Burden of Disease Study 2019[J]. Chin Med J (Engl), 2023, 136:305-312. [2] Perucca E, Perucca P, White HS, Wirrell EC. Drug resistance in epilepsy[J]. Lancet Neurol, 2023, 22:723-734. [3] Afra P, Adamolekun B, Aydemir S, Watson GDR. Evolution of the vagus nerve stimulation (VNS) therapy system technology for drug-resistant epilepsy[J]. Front Med Technol, 2021, 3:696543. [4] Bouwens van der Vlis TAM, Schijns OEMG, Schaper FLWVJ, Hoogland G, Kubben P, Wagner L, Rouhl R, Temel Y, Ackermans L. Deep brain stimulation of the anterior nucleus of the thalamus for drug-resistant epilepsy[J]. Neurosurg Rev, 2019, 42:287-296. [5] Sun FT, Morrell MJ. The RNS system: responsive cortical stimulation for the treatment of refractory partial epilepsy[J]. Expert Rev Med Devices, 2014, 11:563-572. [6] Chen S, Yang X, Xu S, Li B, Li C, Yang N, Yang X, Wang X, Xu S, Zhao X. Long-term outcome of vagus nerve stimulation therapy in drug-resistant epilepsy: a retrospective single-center study[J]. Front Neurol, 2025, 16:1564735. [7] Kaufmann E, Peltola J, Colon AJ, Lehtimäki K, Majtanik M, Mai JK, Bóné B, Bentes C, Coenen V, Gil-Nagel A, Goncalves-Ferreira AJ, Ryvlin P, Taylor R, Brionne TC, Gielen F, Song S, Boon P; MORE Study Group. Long-term evaluation of anterior thalamic deep brain stimulation for epilepsy in the European MORE registry[J]. Epilepsia, 2024, 65:2438-2458. [8] Salanova V, Witt T, Worth R, Henry TR, Gross RE, Nazzaro JM, Labar D, Sperling MR, Sharan A, Sandok E, Handforth A, Stern JM, Chung S, Henderson JM, French J, Baltuch G, Rosenfeld WE, Garcia P, Barbaro NM, Fountain NB, Elias WJ, Goodman RR, Pollard JR, Tröster AI, Irwin CP, Lambrecht K, Graves N, Fisher R; SANTE Study Group. Long-term efficacy and safety of thalamic stimulation for drug-resistant partial epilepsy[J]. Neurology, 2015, 84:1017-1025. [9] 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[J]. Neurology, 2020, 95:e1244-e1256. [10] Eliashiv D, Jobst B, Morrell M. Multicenter post-approval study of the RNS system in focal epilepsy (S20.009)[J]. Neurology, 2025, 104(7_Supplement_1):5244. [11] Falach R, Geva-Sagiv M, Eliashiv D, Goldstein L, Budin O, Gurevitch G, Morris G, Strauss I, Globerson A, Fahoum F, Fried I, Nir Y. Annotated interictal discharges in intracranial EEG sleep data and related machine learning detection scheme [J]. Sci Data, 2024, 11:1354. [12] Baumgartner C, Baumgartner J, Duarte C, Lang C, Lisy T, Koren JP. Role of specific interictal and ictal EEG onset patterns[J]. Epilepsy Behav, 2025, 164:110298. [13] Tomlinson SB, Davis P, Armstrong C, Baumgartner ME, Kennedy BC, Marsh ED. Interictal spikes and evoked cortical potentials share common spatiotemporal constraints in human epilepsy[J]. Front Netw Physiol, 2025, 5:1602124. [14] Schevon C, Michalak A. Demystifying interictal discharges and seizure initiation in focal epilepsy[J]. Brain, 2023, 146: 1734-1736. [15] Jarosiewicz B, Morrell M. The RNS system: brain-responsive neurostimulation for the treatment of epilepsy[J]. Expert Rev Med Devices, 2021, 18:129-138. [16] Sharma E, Pomianoski BW, Jabbar R, Ayesha A, Silva YP, Łajczak P, Ahmed AR, Sahin OK, Majeed MW, Raake M, Fagundes W, Noll G. Responsive neurostimulation for patients with refractory mesial temporal lobe epilepsy: a systematic review and meta-analysis[J]. Epilepsy Behav Rep, 2025, 30: 100774. [17] Malaga M, Modiano Y, Haneef Z. Neuropsychological and neurobehavioral outcomes of responsive neurostimulation in epilepsy: a systematic review and meta-analysis[J]. Epilepsia, 2025, 66:3585-3601. [18] Yang Y, Wei P, Shi J, Mao Y, Zhang J, Lei D, Yang Z, Song S, Qian R, Li W, Shan Y, Zhao G. Early assessment of responsive neurostimulation for drug-resistant epilepsy in China: a multicenter, self-controlled study[J]. Chin Med J (Engl), 2025, 138:430-440. [19] Geller EB, Skarpaas TL, Gross RE, Goodman RR, Barkley GL, Bazil CW, Berg MJ, Bergey GK, Cash SS, Cole AJ, Duckrow RB, Edwards JC, Eisenschenk S, Fessler J, Fountain NB, Goldman AM, Gwinn RP, Heck C, Herekar A, Hirsch LJ, Jobst BC, King-Stephens D, Labar DR, Leiphart JW, Marsh WR, Meador KJ, Mizrahi EM, Murro AM, Nair DR, Noe KH, Park YD, Rutecki PA, Salanova V, Sheth RD, Shields DC, Skidmore C, Smith MC, Spencer DC, Srinivasan S, Tatum W, Van Ness PC, Vossler DG, Wharen RE Jr, Worrell GA, Yoshor D, Zimmerman RS, Cicora K, Sun FT, Morrell MJ. Brain-responsive neurostimulation in patients with medically intractable mesial temporal lobe epilepsy[J]. Epilepsia, 2017, 58:994-1004. [20] Jobst BC, Kapur R, Barkley GL, Bazil CW, Berg MJ, Bergey GK, Boggs JG, Cash SS, Cole AJ, Duchowny MS, Duckrow RB, Edwards JC, Eisenschenk S, Fessler AJ, Fountain NB, Geller EB, Goldman AM, Goodman RR, Gross RE, Gwinn RP, Heck C, Herekar AA, Hirsch LJ, King -Stephens D, Labar DR, Marsh WR, Meador KJ, Miller I, Mizrahi EM, Murro AM, Nair DR, Noe KH, Olejniczak PW, Park YD, Rutecki P, Salanova V, Sheth RD, Skidmore C, Smith MC, Spencer DC, Srinivasan S, Tatum W, Van Ness P, Vossler DG, Wharen RE Jr, Worrell GA, Yoshor D, Zimmerman RS, Skarpaas TL, Morrell MJ. Brain-responsive neurostimulation in patients with medically intractable seizures arising from eloquent and other neocortical areas[J]. Epilepsia, 2017, 58:1005-1014. [21] Elder C, Friedman D, Devinsky O, Doyle W, Dugan P. Responsive neurostimulation targeting the anterior nucleus of the thalamus in 3 patients with treatment-resistant multifocal epilepsy[J]. Epilepsia Open, 2019, 4:187-192. [22] Li A, Huynh C, Fitzgerald Z, Cajigas I, Brusko D, Jagid J, Claudio AO, Kanner AM, Hopp J, Chen S, Haagensen J, Johnson E, Anderson W, Crone N, Inati S, Zaghloul KA, Bulacio J, Gonzalez-Martinez J, Sarma SV. Neural fragility as an EEG marker of the seizure onset zone[J]. Nat Neurosci, 2021, 24:1465-1474. [23] Kokkinos V, Sisterson ND, Wozny TA, Richardson RM. Association of closed-loop brain stimulation neurophysiological features with seizure control among patients with focal epilepsy [J]. JAMA Neurol, 2019, 76:800-808. [24] Pohodich AE, Yalamanchili H, Raman AT, Wan YW, Gundry M, Hao S, Jin H, Tang J, Liu Z, Zoghbi HY. Forniceal deep brain stimulation induces gene expression and splicing changes that promote neurogenesis and plasticity[J]. Elife, 2018, 7: e34031. [25] Jiang H, Cai Z, Worrell GA, He B. Multiple oscillatory push-pull antagonisms constrain seizure propagation[J]. Ann Neurol, 2019, 86:683-694. [26] Jiang H, Kokkinos V, Ye S, Urban A, Bagić A, Richardson M, He B. Interictal SEEG resting-state connectivity localizes the seizure onset zone and predicts seizure outcome[J]. Adv Sci (Weinh), 2022, 9:e2200887. [27] Gregg NM, Pal Attia T, Nasseri M, Joseph B, Karoly P, Cui J, Stirling RE, Viana PF, Richner TJ, Nurse ES, Schulze-Bonhage A, Cook MJ, Worrell GA, Richardson MP, Freestone DR, Brinkmann BH. Seizure occurrence is linked to multiday cycles in diverse physiological signals[J]. Epilepsia, 2023, 64: 1627-1639. [28] Baud MO, Kleen JK, Mirro EA, Andrechak JC, King-Stephens D, Chang EF, Rao VR. Multi-day rhythms modulate seizure risk in epilepsy[J]. Nat Commun, 2018, 9:88. [29] Chiang S, Khambhati AN, Tcheng TK, Loftman AP, Hasulak NR, Mirro EA, Morrell MJ, Rao VR. State-dependent effects of responsive neurostimulation depend on seizure localization[J]. Brain, 2025, 148:521-532. [30] Fields MC, Eka O, Schreckinger C, Dugan P, Asaad WF, Blum AS, Bullinger K, Willie JT, Burdette DE, Anderson C, Quraishi IH, Gerrard J, Singh A, Lee K, Yoo JY, Ghatan S, Panov F, Marcuse LV. A multicenter retrospective study of patients treated in the thalamus with responsive neurostimulation[J]. Front Neurol, 2023, 14:1202631. [31] Skelton HM, Bullinger K, Isbaine F, Lau JC, Willie JT, Gross RE. Optimal hippocampal targeting in responsive neurostimulation for mesial temporal lobe epilepsy [J]. J Neurosurg, 2024, 141:1105-1114. [32] Kobayashi K, Taylor KN, Shahabi H, Krishnan B, Joshi A, Mackow MJ, Feldman L, Zamzam O, Medani T, Bulacio J, Alexopoulos AV, Najm I, Bingaman W, Leahy RM, Nair DR. Effective connectivity relates seizure outcome to electrode placement in responsive neurostimulation[J]. Brain Commun, 2024, 6:fcae035. [33] Weiss SA, Sperling MR, Engel J, Liu A, Fried I, Wu C, Doyle W, Mikell C, Mofakham S, Salamon N, Sim MS, Bragin A, Staba R. Simulated resections and responsive neurostimulator placement can optimize postoperative seizure outcomes when guided by fast ripple networks[J]. Brain Commun, 2024, 6: fcae367. [34] Nanda P, Sisterson N, Walton A, Chu CJ, Cash SS, Moura LMVR, Oster JM, Urban A, Richardson RM. Centromedian region thalamic responsive neurostimulation mitigates idiopathic generalized and multifocal epilepsy with focal to bilateral tonic-clonic seizures[J]. Epilepsia, 2024, 65:2626-2640. [35] Mohanty D, Houck KM, Trandafir C, Haneef Z, Karakas C, Lee S, Curry DJ, Riviello JJ, Ali I. Responsive neurostimulation of thalamic nuclei for regional and multifocal drug-resistant epilepsy in children and young adults[J]. J Neurosurg Pediatr, 2024, 34:40-48. [36] Wong GM, Hofmann K, Shlobin NA, Tsuchida TN, Gaillard WD, Oluigbo CO. Stimulation of the pulvinar nucleus of the thalamus in epilepsy: a systematic review and individual patient data (IPD) analysis[J]. Clin Neurol Neurosurg, 2023, 235: 108041. [37] Pizzo F, Carron R, Laguitton V, Clement A, Giusiano B, Bartolomei F. Medial pulvinar stimulation for focal drug-resistant epilepsy: interim 12-month results of the PULSE study [J]. Front Neurol, 2024, 15:1480819. [38] Wang R, Sacknovitz A, Vazquez S, Dominguez J, McGoldrick P, Wolf S, Sukul V, Muh C, Patra SE, Burdette DE. Bilateral pulvinar responsive neurostimulation for bilateral multifocal posteriorly dominant drug resistant epilepsy[J]. Epilepsia Open, 2024, 9:2263-2273. [39] Cole ER, Connolly MJ, Ghetiya M, Sendi MES, Kashlan A, Eggers TE, Gross RE. SAFE-OPT: a Bayesian optimization algorithm for learning optimal deep brain stimulation parameters with safety constraints[J]. J Neural Eng, 2024, 21:046054. [40] Cole ER, Connolly MJ, Park S, Grogan DP, Buxton W, Eggers TE, Nealen G. Laxpati NG, Gross RE. Autonomous state inference for data-driven optimization of neural modulation[C] // 202110th International IEEE/EMBS Conference on Neural Engineering (NER), Italy, 2021. Italy: IEEE, 2021: 950-953. |