Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study

Autor: Kurbatskaya, Anna, Jaramillo-Jimenez, Alberto, Ochoa-Gomez, John Fredy, Brønnick, Kolbjørn, Fernandez-Quilez, Alvaro

As the number of automatic tools based on machine learning (ML) and resting-state electroencephalography (rs-EEG) for Parkinson's disease (PD) detection keeps growing, the assessment of possible exacerbation of health disparities by means of fairness

Externí odkaz: http://arxiv.org/abs/2303.06376

ComBat models for harmonization of resting-state EEG features in multisite studies

Autor: Jaramillo-Jimenez, Alberto, Tovar-Rios, Diego A, Mantilla-Ramos, Yorguin-Jose, Ochoa-Gomez, John-Fredy, Bonanni, Laura, Brønnick, Kolbjørn

Publikováno v: In Clinical Neurophysiology November 2024 167:241-253

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Author Correction: Brain clocks capture diversity and disparities in aging and dementia across geographically diverse populations

Autor: Moguilner, Sebastian, Baez, Sandra, Hernandez, Hernan, Migeot, Joaquín, Legaz, Agustina, Gonzalez-Gomez, Raul, Farina, Francesca R., Prado, Pavel, Cuadros, Jhosmary, Tagliazucchi, Enzo, Altschuler, Florencia, Maito, Marcelo Adrián, Godoy, María E., Cruzat, Josephine, Valdes-Sosa, Pedro A., Lopera, Francisco, Ochoa-Gómez, John Fredy, Hernandez, Alfredis Gonzalez, Bonilla-Santos, Jasmin, Gonzalez-Montealegre, Rodrigo A., Anghinah, Renato, d’Almeida Manfrinati, Luís E., Fittipaldi, Sol, Medel, Vicente, Olivares, Daniela, Yener, Görsev G., Escudero, Javier, Babiloni, Claudio, Whelan, Robert, Güntekin, Bahar, Yırıkoğulları, Harun, Santamaria-Garcia, Hernando, Lucas, Alberto Fernández, Huepe, David, Di Caterina, Gaetano, Soto-Añari, Marcio, Birba, Agustina, Sainz-Ballesteros, Agustin, Coronel-Oliveros, Carlos, Yigezu, Amanuel, Herrera, Eduar, Abasolo, Daniel, Kilborn, Kerry, Rubido, Nicolás, Clark, Ruaridh A., Herzog, Ruben, Yerlikaya, Deniz, Hu, Kun, Parra, Mario A., Reyes, Pablo, García, Adolfo M., Matallana, Diana L., Avila-Funes, José Alberto, Slachevsky, Andrea, Behrens, María I., Custodio, Nilton, Cardona, Juan F., Barttfeld, Pablo, Brusco, Ignacio L., Bruno, Martín A., Sosa Ortiz, Ana L., Pina-Escudero, Stefanie D., Takada, Leonel T., Resende, Elisa, Possin, Katherine L., de Oliveira, Maira Okada, Lopez-Valdes, Alejandro, Lawlor, Brian, Robertson, Ian H., Kosik, Kenneth S., Duran-Aniotz, Claudia, Valcour, Victor, Yokoyama, Jennifer S., Miller, Bruce, Ibanez, Agustin

Publikováno v: Nature Medicine; December 2024, Vol. 30 Issue: 12 p3779-3779, 1p