Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex
Cumplido-Mayoral, Irene, García-Prat, Marina, Operto, Grégory, Falcon, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Milà-Alomà, Marta, Lorenzini, Luigi, Ingala, Silvia, Meije Wink, Alle, Mutsaerts, Henk J M M, Minguillón, Carolina, Fauria, Karine, Molinuevo, José Luis, Haller, Sven, Chetelat, Gael, Waldman, Adam, Schwarz, Adam J, Barkhof, Frederik, Suridjan, Ivonne, Kollmorgen, Gwendlyn, Bayfield, Anna, Zetterberg, Henrik, Blennow, Kaj, Suárez-Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in eLife (17.04.2023)
Published in eLife (17.04.2023)
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Spatiotemporal Dynamics of Single and Paired Pulse TMS-EEG Responses
de Goede, Annika A., Cumplido-Mayoral, Irene, van Putten, Michel J. A. M.
Published in Brain topography (01.07.2020)
Published in Brain topography (01.07.2020)
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The protective gene dose effect of the APOE ε2 allele on gray matter volume in cognitively unimpaired individuals
Salvadó, Gemma, Ferreira, Daniel, Operto, Grégory, Cumplido‐Mayoral, Irene, Arenaza‐Urquijo, Eider M., Cacciaglia, Raffaele, Falcon, Carles, Vilor‐Tejedor, Natàlia, Minguillon, Carolina, Groot, Colin, Flier, Wiesje M., Barkhof, Frederik, Scheltens, Philip, Ossenkoppele, Rik, Kern, Silke, Zettergren, Anna, Skoog, Ingmar, Hort, Jakub, Stomrud, Erik, Westen, Danielle, Hansson, Oskar, Molinuevo, José Luis, Wahlund, Lars‐Olof, Westman, Eric, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.07.2022)
Published in Alzheimer's & dementia (01.07.2022)
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Journal Article
Brain‐age mediates the association between modifiable risk factors and cognitive decline early in the AD continuum
Cumplido‐Mayoral, Irene, Brugulat‐Serrat, Anna, Sánchez‐Benavides, Gonzalo, Escalante, Armand González, Anastasi, Federica, Milà‐Alomà, Marta, Falcon, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Minguillon, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Association of human brain‐age with genetically predicted plasma levels of brain rejuvenating and aging factors identified in mice
Anastasi, Federica, Genius, Patricia, Escalante, Armand González, Rodríguez‐Fernández, Blanca, Cumplido‐Mayoral, Irene, Falcon, Carles, Minguillon, Carolina, del Campo, Marta, Esteller, Manel, Navarro, Arcadi, Gispert, Juan Domingo, Suárez‐Calvet, Marc, Vilor‐Tejedor, Natalia
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Journal Article
Brain‐age prediction and its associations with glial and synaptic CSF markers
Cumplido‐Mayoral, Irene, Milà‐Alomà, Marta, Falcon, Carles, Cacciaglia, Raffaele, Minguillon, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Kollmorgen, Gwendlyn, Suridjan, Ivonne, Wild, Norbert, Zetterberg, Henrik, Blennow, Kaj, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Journal Article
Brain‐age prediction and its associations with glial and synaptic CSF markers
Cumplido‐Mayoral, Irene, Milà‐Alomà, Marta, Falcon, Carles, Cacciaglia, Raffaele, Minguillon, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Kollmorgen, Gwendlyn, Suridjan, Ivonne, Wild, Norbert, Zetterberg, Henrik, Blennow, Kaj, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Journal Article
Brain‐age mediates the association between modifiable risk factors and cognitive decline early in the AD continuum
Cumplido‐Mayoral, Irene, Brugulat‐Serrat, Anna, Sánchez‐Benavides, Gonzalo, Escalante, Armand González, Anastasi, Federica, Milà‐Alomà, Marta, Falcon, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Minguillon, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Journal Article
Multiparity and brain‐age interact with amyloid aggregation to determine cognitive performance in cognitively unimpaired middle‐aged women
Brugulat‐Serrat, Anna, Cumplido‐Mayoral, Irene, Sánchez‐Benavides, Gonzalo, Operto, Greg, Falcon, Carles, Cacciaglia, Raffaele, Shekari, Mahnaz, Carmona, Susana, Minguillón, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Grau‐Rivera, Oriol, Arenaza‐Urquijo, Eider M, Suárez‐Calvet, Marc, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
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Journal Article
Sex/gender effects of glial reactivity on preclinical Alzheimer's disease pathology
Vila-Castelar, Clara, Akinci, Muge, Palpatzis, Eleni, Aguilar-Dominguez, Pablo, Operto, Gregory, Kollmorgen, Gwendlyn, Quijano-Rubio, Clara, Blennow, Kaj, Zetterberg, Henrik, Falcon, Carles, Fauria, Karine, Gispert, Juan Domingo, Grau-Rivera, Oriol, Suárez-Calvet, Marc, Arenaza-Urquijo, Eider M
Published in Molecular psychiatry (09.10.2024)
Published in Molecular psychiatry (09.10.2024)
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Journal Article
Lifetime Stressful Events Associated with Alzheimer's Pathologies, Neuroinflammation and Brain Structure in a Risk Enriched Cohort
Palpatzis, Eleni, Akinci, Muge, Aguilar‐Dominguez, Pablo, Garcia‐Prat, Marina, Blennow, Kaj, Zetterberg, Henrik, Carboni, Margherita, Kollmorgen, Gwendlyn, Wild, Norbert, Fauria, Karine, Falcon, Carles, Gispert, Juan Domingo, Suárez‐Calvet, Marc, Grau‐Rivera, Oriol, Sánchez‐Benavides, Gonzalo, Arenaza‐Urquijo, Eider M., Peña‐Gómez, Cleofé, Anastasi, Federica, Beteta, Annabella, Brugulat‐Serrat, Anna, Cacciaglia, Raffaele, Cumplido‐Mayoral, Irene, Cañas, Alba, Campo, Marta, Deulofeu, Carme, Cumplido, Irene, Dominguez, Ruth, Emilio, Maria, Fuentes, Sherezade, Genius, Patricia, González‐Escalante, Armand, Hernández, Laura, Huguet, Jordi, Marne, Paula, Menchón, Tania, Minguillon, Carolina, Ortiz, Paula, Pelkmans, Wiesje, Polo, Albina, Pradas, Sandra, Rodríguez‐Fernéndez, Blanca, Sadeghi, Iman, Shekari, Mahnaz, Soteras, Anna, Stankeviciute, Laura, Vilanova, Marc, Vilor‐Tejedor, Natalia
Published in Annals of neurology (01.06.2024)
Published in Annals of neurology (01.06.2024)
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Journal Article
Brain structural alterations in cognitively unimpaired individuals with discordant amyloid‐β PET and CSF Aβ42 status: Findings using machine learning
Cumplido‐Mayoral, Irene, Shekari, Mahnaz, Salvadó, Gemma, Operto, Greg, Cacciaglia, Raffaele, Falcon, Carles, Niñerola‐Baizán, Aida, Perissinotti, Andrés, Minguillón, Carolina, Fauria, Karine, Suridjan, Ivonne, Kollmorgen, Gwendlyn, Molinuevo, Jose, Zetterberg, Henrik, Blennow, Kaj, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
Machine learning on combined neuroimaging and plasma biomarkers for triaging participants of secondary prevention trials in Alzheimer’s disease
Cumplido‐Mayoral, Irene, Salvadó, Gemma, Shekari, Mahnaz, Operto, Grégory, Falcon, Carles, Milà‐Alomà, Marta, Niñerola‐Baizán, Aida, Molinuevo, Jose, Zetterberg, Henrik, Blennow, Kaj, Suarez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi‐Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration
Cumplido‐Mayoral, Irene, Garcia, Marina, Operto, Grégory, Falcon, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Milà‐Alomà, Marta, Lorenzini, Luigi, Ingala, Silvia, Wink, Alle Meije, Mutsaerts, Henk‐Jan, Minguillón, Carolina, Fauria, Karine, Molinuevo, Jose Luis, Haller, Sven, Chetelat, Gael, Waldman, Adam, Schwarz, Adam J., Barkhof, Frederik, Kollmorgen, Gwendlyn, Suridjan, Ivonne, Wild, Norbert, Zetterberg, Henrik, Blennow, Kaj, Suárez‐Calvet, Marc, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
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Journal Article
Prediction of amyloid pathology in cognitively unimpaired individuals using structural MRI
Cumplido‐Mayoral, Irene, Ingala, Silvia, Lorenzini, Luigi, Wink, Alle Meije, Haller, Sven, Molinuevo, Jose, Wolz, Robin, Palombit, Alessandro, Schwarz, Adam J., Chetelat, Gaël, Payoux, Pierre, Martinez‐Lage, Pablo, Frisoni, Giovanni, Fox, Nick C, Ritchie, Craig W., Wardlaw, Joanna M, Waldman, Adam, Barkhof, Frederik, Vilaplana, Verónica, Gispert, Juan Domingo
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
The mediating role of neuroimaging-derived biological brain age in the association between risk factors for dementia and cognitive decline in middle-aged and older individuals without cognitive impairment: a cohort study
Cumplido-Mayoral, Irene, Brugulat-Serrat, Anna, Sánchez-Benavides, Gonzalo, González-Escalante, Armand, Anastasi, Federica, Milà-Alomà, Marta, López-Martos, David, Akinci, Muge, Falcón, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Arenaza-Urquijo, Eider M, Minguillón, Carolina, Fauria, Karine, Molinuevo, José Luis, Suárez-Calvet, Marc, Grau-Rivera, Oriol, Vilaplana, Verónica, Gispert, Juan Domingo, AQUITE AGUILAR, R, BETETA GORRITI, A, BRUGULAT SERRAT, A, CACCIAGLIA, R E, CANALS GISPERT, L, CAÑAS MARTINEZ, A, DEL CAMPO MILAN, M, DEULOFEU GOMEZ, C, DOMINGUEZ IGLESIAS, R, EMILIO, M, FAURIA, K M E, FERNANDEZ, A, FUENTES JULIAN, S D, GENIUS SERRA, P, GISPERT LOPEZ, J D, GONZALEZ ESCALANTE, A, GRAU RIVERA, O, HERNANDEZ PENAS, L, HUESA RODRÍGUEZ, G, HUGUET NINOU, J, IGLESIAS GAMEZ, L, KNEZEVIC, I, MARNE ALVAREZ, P, MENCHON DIAZ, T, MINGUILLON GIL, C, PALACIOS, E, PASCUAL, M, PELKMANS, W, POLO BALLESTER, A, PRADAS MENDEZ, S, RADOI, I A, RODRIGUEZ FERNANDEZ, B, ROS FREIXEDES, L, SALA-VILA, A, SANCHEZ BENAVIDES, G A, SHEKARI, M, SOLSONA HARSTER, L, SOTERAS PRAT, A, STANKEVICIUTE, L, SUAREZ CALVET, M, VILANOVA JARAMILLO, M, VILOR TEJEDOR, N
Published in The Lancet. Healthy longevity (01.04.2024)
Published in The Lancet. Healthy longevity (01.04.2024)
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