Publications
Selected Publications
2024
Metsomaa J, Song YF, Mutanen T, Gordon PC, Zrenner C, Hernandez-Pavon JC. Beamforming: A robust approach to remove various types of artifacts from TMS–EEG data. Brain Topography 2024, 37(5):659-683.
Ashaie SA, Hernandez-Pavon JC, Houldin E, Cherney LR. Behavioral, Functional Imaging, and Neurophysiological Outcomes of Transcranial Direct Current Stimulation and Speech-Language Therapy in an Individual with Aphasia. Brain Sciences 2024, 14(7):714.
2023
Hernandez-Pavon JC, Veniero D, Bergmann TO, Belardinelli P, Bortoletto M, Casarotto S, Casula E, Farzan F, Fecchio M, Julkunen P, Kallioniemi E, Lioumis P, Metsomaa J, Miniussi C, Mutanen TP, Rocchi L, Rogasch NC, Shafi MM, Siebner HR, Thut G, Zrenner C, Ziemann U, Ilmoniemi RJ. TMS Combined with EEG: Recommendations and Open Issues for Data Collection and Analysis. Brain Stimulation 2023, 16(2):567-593. https://doi.org/10.1016/j.brs.2023.02.009
Hernandez-Pavon JC, San Agustín A, Wang M, Veniero D, Pons JL. Can we manipulate brain connectivity? A systematic review of cortico-cortical paired associative stimulation effects. Clinical Neurophysiology 2023, 154:169-193. https://doi.org/10.1016/j.clinph.2023.06.016
Hernandez-Pavon JC, Schneider N, Begnoche P, Miller LE, Raij T. Targeted modulation of human brain interregional effective connectivity with spike-timing dependent plasticity. Neuromodulation: Technology at the Neural Interface 2023, 26(4):745-754. https://doi.org/10.1016/j.neurom.2022.10.045
Ozturk M, Hernandez-Pavon JC, Kent A, Pons JL, Telkes I, Tarakad A. Editorial: Peripheral stimulation: neuromodulation of the central nervous system through existing pathways. Frontiers in Human Neuroscience 2023 17:1285474. https://doi.org/10.3389/fnins.2023.1285474
2022
Hernandez-Pavon JC, Kugiumtzis D, Zrenner C, Kimiskidis VK, Metsomaa J. Removing artifacts from TMS-evoked EEG: A methods review and a unifying theoretical framework. Journal of Neuroscience Methods 2022. 376:109591. https://doi.org/10.1016/j.jneumeth.2022.109591
Bortoletto M, Veniero D, Julkunen P, Hernandez-Pavon JC, Mutanen TP, Zazio A, Bagattini C. T4TE: Team for TMS‒EEG to improve reproducibility through an open collaborative initiative. Brain Stimulation 2022, 16(1):20-22. https://doi.org/10.1016/j.brs.2022.12.004
Guzman Lopez J*, Hernandez-Pavon JC*, Lioumis P, Mäkelä JP, Silvanto J. State-dependent TMS effects in the visual cortex after visual adaptation: a combined TMS–EEG study. Clinical Neurophysiology 2022. 134:129-136. *Equal authorship. https://doi.org/10.1016/j.clinph.2021.08.020
2021
Short MR*, Hernandez-Pavon JC*, Jones A, Pons JL. EEG hyperscanning in motor rehabilitation: a position paper. Journal of NeuroEngineering and Rehabilitation 2021, 18(1):98. *Equal authorship. https://doi.org/10.1186/s12984-021-00892-6
Pascual-Valdunciel A, Hoo G, Avrillon S, Barroso FO, Goldman JG, Hernandez-Pavon JC, Pons JL. Peripheral electrical stimulation to reduce pathological tremor: a review. Journal of NeuroEngineering and Rehabilitation 2021, 18(1):33. https://doi.org/10.1186/s12984-021-00811-9
Wen Y, Avrillon S, Hernandez-Pavon JC, Kim SJ, Hug F, Pons JL. A convolutional neural network to identify motor units from high-density surface electromyography signals in real-time. Journal of Neural Engineering 2021, 18:(5). https://doi.org/10.1088/1741-2552/abeead
2020 and Prior
Hernandez-Pavon JC, Harvey RL. Non-invasive Transcranial Magnetic Brain Stimulation in Stroke. Physical Medicine and Rehabilitation Clinics of North America 2019, 30:319–335. https://doi.org/10.1016/j.pmr.2018.12.010
Rogasch NC, Sullivan C, Thomson RH, Rose NS, Bailey NW, Fitzgerald PB, Farzan F, Hernandez-Pavon JC. Analysing concurrent transcranial magnetic stimulation and electroencephalographic data: A review and introduction to the open-source TESA software. NeuroImage 2017, 147:934-951. https://doi.org/10.1016/j.neuroimage.2016.10.031
Tugin S*, Hernandez-Pavon JC*, Ilmoniemi RJ, Nikulin VV. Visual deviant stimuli produce mismatch responses in the amplitude dynamics of neuronal oscillations. NeuroImage 2016, 142:645-655. *Equal authorship. https://doi.org/10.1016/j.neuroimage.2016.07.024
Ilmoniemi RJ, Hernandez-Pavon JC, Mäkelä NN, Metsomaa J, Mutanen TP, Stenroos M, Sarvas J. Dealing with artifacts in TMS-evoked EEG. Conf Proc IEEE Engineering in Medicine Biology Society 2015, 2015:230-233. https://doi.org/10.1109/embc.2015.7318342
Bailey NW, Thomson RH, Hoy KE, Hernandez-Pavon JC, Fitzgerald PB. Commentary regarding: TDCS increases cortical excitability: Direct evidence from TMS-EEG. Cortex 2014, 74:320-322. https://doi.org/10.1016/j.cortex.2014.10.022
Hernandez-Pavon JC, Mäkelä N, Lehtinen H, Lioumis P, Mäkelä JP. Effects of navigated TMS on object and action naming. Frontiers in Human Neuroscience 2014, 8:1–9. https://doi.org/10.3389/fnhum.2014.00660
Rogasch NC, Thomson RH, Farzan F, Fitzgibbon BM, Bailey NW, Hernandez-Pavon JC, Daskalakis Z J, Fitzgerald PB. Removing artifacts from TMS-EEG recordings using independent component analysis: importance for assessing prefrontal cortex network properties. NeuroImage 2014, 101:425–439. https://doi.org/10.1016/j.neuroimage.2014.07.037
Hernandez-Pavon JC, Metsomaa J, Mutanen T, Stenroos M, Mäki H, Ilmoniemi RJ, Sarvas J. Uncovering neural independent components from highly artifactual TMS-evoked EEG data. Journal of Neuroscience Methods 2012, 209:144–157. https://doi.org/10.1016/j.jneumeth.2012.05.029
Korhonen R, Hernandez-Pavon JC, Metsomaa J, Mäki H, Ilmoniemi RJ, Sarvas J. Removal of large muscle artifacts from transcranial magnetic stimulation-evoked EEG by independent component analysis. Medical and Biological Engineering and Computing 2011, 49:397–407. https://doi.org/10.1007/s11517-011-0748-9