Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis AJ Larrazabal, N Nieto, V Peterson, DH Milone, E Ferrante Proceedings of the National Academy of Sciences 117 (23), 12592-12594, 2020 | 502 | 2020 |
Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition N Nieto, V Peterson, HL Rufiner, JE Kamienkowski, R Spies Scientific Data 9 (1), 52, 2022 | 63 | 2022 |
A feasibility study of a complete low-cost consumer-grade brain-computer interface system V Peterson, C Galván, H Hernández, R Spies Heliyon 6 (3), 2020 | 63 | 2020 |
Electrocorticography is superior to subthalamic local field potentials for movement decoding in Parkinson’s disease T Merk, V Peterson, WJ Lipski, B Blankertz, RS Turner, N Li, A Horn, ... eLife 11, e75126, 2022 | 49 | 2022 |
Machine learning based brain signal decoding for intelligent adaptive deep brain stimulation T Merk, V Peterson, R Köhler, S Haufe, RM Richardson, WJ Neumann Experimental Neurology 351, 113993, 2022 | 48 | 2022 |
A penalized time-frequency band feature selection and classification procedure for improved motor intention decoding in multichannel EEG V Peterson, D Wyser, O Lambercy, R Spies, R Gassert Journal of neural engineering 16 (1), 016019, 2019 | 47 | 2019 |
Transfer learning based on optimal transport for motor imagery brain-computer interfaces V Peterson, N Nieto, D Wyser, O Lambercy, R Gassert, DH Milone, ... IEEE Transactions on Biomedical Engineering 69 (2), 807-817, 2021 | 27 | 2021 |
Generalized sparse discriminant analysis for event-related potential classification V Peterson, HL Rufiner, RD Spies Biomedical Signal Processing and Control 35, 70-78, 2017 | 18 | 2017 |
Differentiation of speech-induced artifacts from physiological high gamma activity in intracranial recordings A Bush, A Chrabaszcz, V Peterson, V Saravanan, C Dastolfo-Hromack, ... NeuroImage 250, 118962, 2022 | 13 | 2022 |
Detección de potenciales evocados relacionados a eventos en interfaces cerebro-computadora mediante transformada wavelet V Peterson, Y Atum, F Jauregui, I Gareis, R Acevedo, L Rufiner Revista Ingeniería Biomédica 7 (14), 51-59, 2013 | 8 | 2013 |
Movement decoding using spatio-spectral features of cortical and subcortical local field potentials V Peterson, T Merk, A Bush, V Nikulin, AA Kühn, WJ Neumann, ... Experimental Neurology 359, 114261, 2023 | 7 | 2023 |
Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation V Peterson, V Kokkinos, E Ferrante, A Walton, T Merk, A Hadanny, ... Epilepsia 64 (8), 2056-2069, 2023 | 6 | 2023 |
A motor imagery vs. rest dataset with low-cost consumer grade EEG hardware V Peterson, C Galván, H Hernández, MP Saavedra, R Spies Data in Brief 42, 108225, 2022 | 5 | 2022 |
Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implants T Merk, R Köhler, V Peterson, L Lyra, J Vanhoecke, M Chikermane, ... Research Square, 2023 | 4 | 2023 |
Local discriminant wavelet packet basis for signal classification in brain computer interface V Peterson, R Acevedo, HL Rufiner, R Spies VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná …, 2015 | 4 | 2015 |
Extreme Learning Machine design for dealing with unrepresentative features N Nieto, FJ Ibarrola, V Peterson, HL Rufiner, R Spies Neuroinformatics, 1-10, 2021 | 3 | 2021 |
A regularized functional method to determine the hip joint center of rotation in subjects with limited range of motion EP Ravera, V Peterson Journal of Biomechanics 129, 110810, 2021 | 2 | 2021 |
On the relationship between research parasites and fairness in machine learning: challenges and opportunities N Nieto, A Larrazabal, V Peterson, DH Milone, E Ferrante GigaScience 10 (12), giab086, 2021 | 1 | 2021 |
Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation CM Galván, RD Spies, DH Milone, V Peterson IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024 | | 2024 |
A supervised data-driven spatial filter denoising method for acoustic-induced artifacts in intracranial electrophysiological recordings V Peterson, M Vissani, S Luo, Q Rabbani, NE Crone, A Bush, ... bioRxiv, 2023.04. 05.535577, 2023 | | 2023 |