| Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data P Thölke, YJ Mantilla Ramos, H Abdelhedi, C Maschke, A Dehgan, ... bioRxiv, 2022.07. 18.500262, 2022 | 22 | 2022 |
| PyPREP: A Python implementation of the preprocessing pipeline (PREP) for EEG data S Appelhoff, AJ Hurst, A Lawrence, A Li, YJ Mantilla Ramos, C O’Reilly, ... (0.4. 2). Zenodo, 2022 | 15 | 2022 |
| Neurodesk: an accessible, flexible and portable data analysis environment for reproducible neuroimaging AI Renton, TT Dao, T Johnstone, O Civier, RP Sullivan, DJ White, P Lyons, ... Nature Methods, 1-5, 2024 | 7 | 2024 |
| Spectral features of resting-state EEG in Parkinson's Disease: a multicenter study using functional data analysis A Jaramillo-Jimenez, DA Tovar-Rios, JA Ospina, YJ Mantilla-Ramos, ... Clinical Neurophysiology 151, 28-40, 2023 | 4 | 2023 |
| Evaluation of Strategies Based on Wavelet-ICA and ICLabel for Artifact Correction in EEG Recordings LM Zapata-Saldarriaga, AD Vargas-Serna, J Gil-Gutiérrez, ... Revista científica, 61-76, 2023 | 1 | 2023 |
| Tackling EEG Test-Retest Reliability with a Pre-Processing Pipeline Based on ICA and Wavelet-ICA V Henao Isaza, V Cadavid Castro, LM Zapata Saldarriaga, ... Available at SSRN 4580445, 0 | 1* | |
| Reproducible Python workflow for multi‐site resting‐state EEG analysis: From raw data to group classification A Jaramillo‐Jimenez, YJ Mantilla‐Ramos, D Tovar, JF Ochoa, K Brønnick, ... Alzheimer's & Dementia 19, e076353, 2023 | | 2023 |
| Reproducible Neuronal Components found using Group Independent Component Analysis in Resting State Electroencephalographic Data JF Ochoa-Gómez, YJ Mantilla-Ramos, VH Isaza, CA Tobón, F Lopera, ... bioRxiv, 2023.11. 14.566952, 2023 | | 2023 |
| A complexity fingerprint for the localization of the Epileptogenic Zone using machine learning and data-driven approaches YJ Mantilla Ramos Grupo Neuropsicología y Conducta, 2023 | | 2023 |
Karim Jerbi, PhDComputational and Cognitive Neuroscience Lab (CoCo Lab), University of Montreal, QC, CanadaVerified email at umontreal.ca
