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Hire Dr. Sebastian M.
United States
USD 120 /hr
Instructor in Investigation @ Harvard Medical School | Biostatistics and Machine Learning | Statistical & Methods Review
Profile Summary
Subject Matter Expertise
Services
Writing
Technical Writing,
Creative Writing
Work Experience
Massachusetts General Hospital
- Present ![]()
Instructor in Investigation
Harvard Medical School
March 2026 - Present
Postdoctoral Researcher
Harvard Medical School
September 2021 - February 2026
Education
PhD
Universidad Nacional de Cuyo
- September 2024 ![]()
PhD in Biology
Universidad Nacional de Cuyo - Argentina
November 2015 - April 2021
Masters in Medical Physics
Balseiro Institute
August 2013 - December 2014
BS in Physics
Balseiro Institute
July 2010 - July 2013
Certifications
- Certification details not provided.
Publications
JOURNAL ARTICLE
Sebastian Moguilner, Ettore Tiraboschi, Giacomo Fantoni, Heather Strelevitz, Hamid Soleimani, Luca Del Torre, Uri Hasson, Albrecht Haase (2025). Neuronal correlates of sleep in honey bees . Neural Networks.
Sebastian Moguilner, Jessica L. Hazelton, Gabriel Della Bella, Pablo Barttfeld, Martin Dottori, Raul Gonzalez-Gomez, Joaquín Migeot, Agustina Legaz, Hernan Hernandez, Pavel Prado, et al. (2025). Altered spatiotemporal brain dynamics of interoception in behavioural-variant frontotemporal dementia . eBioMedicine.
Sebastian Moguilner, Lucia Amoruso, Eduardo M Castillo, Tara Kleineschay, Shuang Geng, Agustín Ibáñez, Adolfo M García (2025). Neural dynamics of social verb processing: an MEG study . Social Cognitive and Affective Neuroscience.
Sebastian G. Moguilner, Courtney Berezuk, Alex C. Bender, Kyle R. Pellerin, Stephen N. Gomperts, Sydney S. Cash, Rani A. Sarkis, Alice D. Lam (2024). Sleep functional connectivity, hyperexcitability, and cognition in Alzheimer's disease . Alzheimer's & Dementia.
Coronel-Oliveros, C., Gómez, R.G., Ranasinghe, K., Sainz-Ballesteros, A., Legaz, A., Fittipaldi, S., Cruzat, J., Herzog, R., Yener, G., Parra, M., et al.(2024). Viscous dynamics associated with hypoexcitation and structural disintegration in neurodegeneration via generative whole-brain modeling . Alzheimer's and Dementia. 20. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3228-3250.
Toro-Hernández, F.D., Migeot, J., Marchant, N., Olivares, D., Ferrante, F., González-Gómez, R., González Campo, C., Fittipaldi, S., Rojas-Costa, G.M., Moguilner, S., et al.(2024). Author Correction: Neurocognitive correlates of semantic memory navigation in Parkinson’s disease (npj Parkinson's Disease, (2024), 10, 1, (15), 10.1038/s41531-024-00630-4) . npj Parkinson's Disease. 10. (1).
Prado, P., Medel, V., Gonzalez-Gomez, R., Sainz-Ballesteros, A., Vidal, V., Santamaría-García, H., Moguilner, S., Mejia, J., Slachevsky, A., Behrens, M.I., et al.(2024). Author Correction: The BrainLat project, a multimodal neuroimaging dataset of neurodegeneration from underrepresented backgrounds (Scientific Data, (2023), 10, 1, (889), 10.1038/s41597-023-02806-8) . Scientific Data. 11. (1).
Moguilner, S., Herzog, R., Perl, Y.S., Medel, V., Cruzat, J., Coronel, C., Kringelbach, M., Deco, G., Ibáñez, A., Tagliazucchi, E.(2024). Biophysical models applied to dementia patients reveal links between geographical origin, gender, disease duration, and loss of neural inhibition . Alzheimer's Research and Therapy. 16. (1).
Moguilner, S., Baez, S., Hernandez, H., Migeot, J., Legaz, A., Gonzalez-Gomez, R., Farina, F.R., Prado, P., Cuadros, J., Tagliazucchi, E., et al.(2024). Brain clocks capture diversity and disparities in aging and dementia across geographically diverse populations . Nature Medicine.
Hernandez, H., Baez, S., Medel, V., Moguilner, S., Cuadros, J., Santamaria-Garcia, H., Tagliazucchi, E., Valdes-Sosa, P.A., Lopera, F., OchoaGómez, J.F., et al.(2024). Brain health in diverse settings: How age, demographics and cognition shape brain function . NeuroImage. 295.
Carriedo, N., Rodríguez-Villagra, O.A., Moguilner, S., Morales-Sepulveda, J.P., Huepe-Artigas, D., Soto, V., Franco-O’Byrne, D., Ibáñez, A., Bekinschtein, T.A., Huepe, D.(2024). Cognitive, emotional, and social factors promoting psychosocial adaptation: a study of latent profiles in people living in socially vulnerable contexts . Frontiers in Psychology. 15.
Moguilner, S., Baez, S., Hernandez, H., Migeot, J., Legaz, A., Gonzalez-Gomez, R., Farina, F.R., Prado, P., Cuadros, J., Tagliazucchi, E., et al.(2024). Correction to: Brain clocks capture diversity and disparities in aging and dementia across geographically diverse populations (Nature Medicine, (2024), 10.1038/s41591-024-03209-x) . Nature Medicine.
Gonzalez-Gomez, R., Legaz, A., Moguilner, S., Cruzat, J., Hernández, H., Baez, S., Cocchi, R., Coronel-Olivero, C., Medel, V., Tagliazuchi, E., et al.(2024). Educational disparities in brain health and dementia across Latin America and the United States . Alzheimer's and Dementia. 20. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5912-5925.
Toro-Hernández, F.D., Migeot, J., Marchant, N., Olivares, D., Ferrante, F., González-Gómez, R., González Campo, C., Fittipaldi, S., Rojas-Costa, G.M., Moguilner, S., et al.(2024). Neurocognitive correlates of semantic memory navigation in Parkinson’s disease . npj Parkinson's Disease. 10. (1).
Moguilner, S.G., Berezuk, C., Bender, A.C., Pellerin, K.R., Gomperts, S.N., Cash, S.S., Sarkis, R.A., Lam, A.D.(2024). Sleep functional connectivity, hyperexcitability, and cognition in Alzheimer's disease . Alzheimer's and Dementia. 20. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 4234-4249.
Sebastian Moguilner, Alex C. Bender, Afareen Jaleel, Kyle R. Pellerin, Rani A. Sarkis, Sydney S. Cash, Alice D. Lam (2023). Altered Sleep Microarchitecture and Cognitive Impairment in Patients With Temporal Lobe Epilepsy . Neurology.
Sebastian Moguilner, Robert Whelan, Hieab Adams, Victor Valcour, Enzo Tagliazucchi, Agustín Ibáñez (2023). Visual deep learning of unprocessed neuroimaging characterises dementia subtypes and generalises across non-stereotypic samples . eBioMedicine.
Sebastian Moguilner, Raul Gonzalez-Gomez, Agustín Ibañez (2023). Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference . Network Neuroscience.
Legaz, A., Prado, P., Moguilner, S., Báez, S., Santamaría-García, H., Birba, A., Barttfeld, P., García, A.M., Fittipaldi, S., Ibañez, A.(2023). Social and non-social working memory in neurodegeneration . Neurobiology of Disease. 183.
Cruzat, J., Herzog, R., Prado, P., Sanz-Perl, Y., Gonzalez-Gomez, R., Moguilner, S., Kringelbach, M.L., Deco, G., Tagliazucchi, E., Ibañez, A.(2023). Temporal Irreversibility of Large-Scale Brain Dynamics in Alzheimer's Disease . Journal of Neuroscience. 43. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1643-1656.
Gonzalez-Gomez, R., Ibañez, A., Moguilner, S.(2023). Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference . Network Neuroscience. 7. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 322-350.
Bender, A.C., Jaleel, A., Pellerin, K.R., Moguilner, S., Sarkis, R.A., Cash, S.S., Lam, A.D.(2023). Altered Sleep Microarchitecture and Cognitive Impairment in Patients with Temporal Lobe Epilepsy . Neurology. 101. (23). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString E2376-E2387.
Maito, M.A., Santamaría-García, H., Moguilner, S., Possin, K.L., Godoy, M.E., Avila-Funes, J.A., Behrens, M.I., Brusco, I.L., Bruno, M.A., Cardona, J.F., et al.(2023). Classification of Alzheimer's disease and frontotemporal dementia using routine clinical and cognitive measures across multicentric underrepresented samples: A cross sectional observational study . The Lancet Regional Health - Americas. 17.
Azami, H., Moguilner, S., Penagos, H., Sarkis, R.A., Arnold, S.E., Gomperts, S.N., Lam, A.D.(2023). EEG Entropy in REM Sleep as a Physiologic Biomarker in Early Clinical Stages of Alzheimer's Disease . Journal of Alzheimer's Disease. 91. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1557-1572.
Prado, P., Mejía, J.A., Sainz-Ballesteros, A., Birba, A., Moguilner, S., Herzog, R., Otero, M., Cuadros, J., Z-Rivera, L., O'Byrne, D.F., et al.(2023). Harmonized multi-metric and multi-centric assessment of EEG source space connectivity for dementia characterization . Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 15. (3).
Santamaria-Garcia, H., Sainz-Ballesteros, A., Hernandez, H., Moguilner, S., Maito, M., Ochoa-Rosales, C., Corley, M., Valcour, V., Miranda, J.J., Lawlor, B., et al.(2023). Factors associated with healthy aging in Latin American populations . Nature Medicine. 29. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2248-2258.
Sanz Perl, Y., Fittipaldi, S., Gonzalez Campo, C., Moguilner, S., Cruzat, J., Fraile-Vazquez, M.E., Herzog, R., Kringelbach, M.L., Deco, G., Prado, P., et al.(2023). Model-based whole-brain perturbational landscape of neurodegenerative diseases . eLife. 12.
Perl, Y.S., Zamora-Lopez, G., Montbrió, E., Monge-Asensio, M., Vohryzek, J., Fittipaldi, S., Campo, C.G., Moguilner, S., Ibañez, A., Tagliazucchi, E., et al.(2023). The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations . Network Neuroscience. 7. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 632-660.
Moguilner, S., Whelan, R., Adams, H., Valcour, V., Tagliazucchi, E., Ibáñez, A.(2023). Visual deep learning of unprocessed neuroimaging characterises dementia subtypes and generalises across non-stereotypic samples . eBioMedicine. 90.
Santamaria-Garcia, H., Moguilner, S., Rodriguez-Villagra, O.A., Botero-Rodriguez, F., Pina-Escudero, S.D., O’Donovan, G., Albala, C., Matallana, D., Schulte, M., Slachevsky, A., et al.(2023). The impacts of social determinants of health and cardiometabolic factors on cognitive and functional aging in Colombian underserved populations . GeroScience. 45. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2405-2423.
Díaz-Rivera, M.N., Birba, A., Fittipaldi, S., Mola, D., Morera, Y., De Vega, M., Moguilner, S., Lillo, P., Slachevsky, A., González Campo, C., et al.(2023). Multidimensional inhibitory signatures of sentential negation in behavioral variant frontotemporal dementia . Cerebral Cortex. 33. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 403-420.
Prado, P., Moguilner, S., Mejía, J.A., Sainz-Ballesteros, A., Otero, M., Birba, A., Santamaria-Garcia, H., Legaz, A., Fittipaldi, S., Cruzat, J., et al.(2023). Source space connectomics of neurodegeneration: One-metric approach does not fit all . Neurobiology of Disease. 179.
Prado, P., Medel, V., Gonzalez-Gomez, R., Sainz-Ballesteros, A., Vidal, V., Santamaría-García, H., Moguilner, S., Mejia, J., Slachevsky, A., Beherens, M.I., et al.(2023). The BrainLat project, a multimodal neuroimaging dataset of neurodegeneration from underrepresented backgrounds . Scientific Data. 10. (1).
Moguilner, S., Birba, A., Fittipaldi, S., Gonzalez-Campo, C., Tagliazucchi, E., Reyes, P., Matallana, D., Parra, M.A., Slachevsky, A., Farías, G., et al.(2022). Multi-feature computational framework for combined signatures of dementia in underrepresented settings . Journal of Neural Engineering. 19. (4).
Birba, A., Santamaría-García, H., Prado, P., Cruzat, J., Ballesteros, A.S., Legaz, A., Fittipaldi, S., Duran-Aniotz, C., Slachevsky, A., Santibañez, R., et al.(2022). Allostatic-Interoceptive Overload in Frontotemporal Dementia . Biological Psychiatry. 92. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 54-67.
Prado, P., Birba, A., Cruzat, J., Santamaría-García, H., Parra, M., Moguilner, S., Tagliazucchi, E., Ibáñez, A.(2022). Dementia ConnEEGtome: Towards multicentric harmonization of EEG connectivity in neurodegeneration . International Journal of Psychophysiology. 172. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 24-38.
Herzog, R., Rosas, F.E., Whelan, R., Fittipaldi, S., Santamaria-Garcia, H., Cruzat, J., Birba, A., Moguilner, S., Tagliazucchi, E., Prado, P., et al.(2022). Genuine high-order interactions in brain networks and neurodegeneration . Neurobiology of Disease. 175.
Sebastian Moguilner, Agustina Birba, Daniel Fino, Roberto Isoardi, Celeste Huetagoyena, Raúl Otoya, Viviana Tirapu, Fabián Cremaschi, Lucas Sedeño, Agustín Ibáñez, et al. (2021). Structural and functional motor-network disruptions predict selective action-concept deficits: Evidence from frontal lobe epilepsy . Cortex.
Sebastian Moguilner, Agustina Birba, Daniel Fino, Roberto Isoardi, Celeste Huetagoyena, Raúl Otoya, Viviana Tirapu, Fabián Cremaschi, Lucas Sedeño, Agustín Ibáñez, et al.(2021). Multimodal neurocognitive markers of frontal lobe epilepsy: Insights from ecological text processing . NeuroImage. 235. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 117998. Elsevier {BV}
(2021). The Multi-Partner Consortium to Expand Dementia Research in Latin America (ReDLat): Driving Multicentric Research and Implementation Science . Frontiers in neurology.
(2021). The Multi-Partner Consortium to Expand Dementia Research in Latin America (ReDLat): Driving Multicentric Research and Implementation Science . Frontiers in neurology.
Sebastian Moguilner, Adolfo M. García, Yonatan Sanz Perl, Enzo Tagliazucchi, Olivier Piguet, Fiona Kumfor, Pablo Reyes, Diana Matallana, Lucas Sedeño, Agustín Ibáñez(2021). Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study . NeuroImage. 225. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 117522. Elsevier {BV}
Ibanez, A., Yokoyama, J.S., Possin, K.L., Matallana, D., Lopera, F., Nitrini, R., Takada, L.T., Custodio, N., Sosa Ortiz, A.L., Avila-Funes, J.A., et al.(2021). The Multi-Partner Consortium to Expand Dementia Research in Latin America (ReDLat): Driving Multicentric Research and Implementation Science . Frontiers in Neurology. 12.
Salamone, P.C., Legaz, A., Sedeño, L., Moguilner, S., Fraile-Vazquez, M., Campo, C.G., Fittipaldi, S., Yoris, A., Miranda, M., Birba, A., et al.(2021). Interoception primes emotional processing: Multimodal evidence from neurodegeneration . Journal of Neuroscience. 41. (19). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 4276-4292.
Moguilner, S., Birba, A., Fino, D., Isoardi, R., Huetagoyena, C., Otoya, R., Tirapu, V., Cremaschi, F., Sedeño, L., Ibáñez, A., et al.(2021). Multimodal neurocognitive markers of frontal lobe epilepsy: Insights from ecological text processing . NeuroImage. 235.
Moguilner, S., Birba, A., Fino, D., Isoardi, R., Huetagoyena, C., Otoya, R., Tirapu, V., Cremaschi, F., Sedeño, L., Ibáñez, A., et al.(2021). Structural and functional motor-network disruptions predict selective action-concept deficits: Evidence from frontal lobe epilepsy . Cortex. 144. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 43-55.
Moguilner, S., Knight, S.P., Davis, J.R.C., O’halloran, A.M., Kenny, R.A., Romero-Ortuno, R.(2021). The importance of age in the prediction of mortality by a frailty index: A machine learning approach in the irish longitudinal study on ageing . Geriatrics (Switzerland). 6. (3).
Parra, M.A., Baez, S., Sedeño, L., Gonzalez Campo, C., Santamaría-García, H., Aprahamian, I., Bertolucci, P.H.F., Bustin, J., Camargos Bicalho, M.A., Cano-Gutierrez, C., et al.(2021). Dementia in Latin America: Paving the way toward a regional action plan . Alzheimer's and Dementia. 17. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 295-313.
Moguilner, S., García, A.M., Perl, Y.S., Tagliazucchi, E., Piguet, O., Kumfor, F., Reyes, P., Matallana, D., Sedeño, L., Ibáñez, A.(2021). Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study . NeuroImage. 225.
(2020). Dementia in Latin America: Paving the way toward a regional action plan . Alzheimer's & dementia : the journal of the Alzheimer's Association.
(2020). Designing Futuristic Telemedicine Using Artificial Intelligence and Robotics in the COVID-19 Era . Frontiers in public health.
Bhaskar, S., Bradley, S., Sakhamuri, S., Moguilner, S., Chattu, V.K., Pandya, S., Schroeder, S., Ray, D., Banach, M.(2020). Designing Futuristic Telemedicine Using Artificial Intelligence and Robotics in the COVID-19 Era . Frontiers in Public Health. 8.
Bhaskar, S., Bradley, S., Chattu, V.K., Adisesh, A., Nurtazina, A., Kyrykbayeva, S., Sakhamuri, S., Yaya, S., Sunil, T., Thomas, P., et al.(2020). Telemedicine Across the Globe-Position Paper From the COVID-19 Pandemic Health System Resilience PROGRAM (REPROGRAM) International Consortium (Part 1) . Frontiers in Public Health. 8.
Bhaskar, S., Bradley, S., Chattu, V.K., Adisesh, A., Nurtazina, A., Kyrykbayeva, S., Sakhamuri, S., Moguilner, S., Pandya, S., Schroeder, S., et al.(2020). Telemedicine as the New Outpatient Clinic Gone Digital: Position Paper From the Pandemic Health System REsilience PROGRAM (REPROGRAM) International Consortium (Part 2) . Frontiers in Public Health. 8.
(2019). How meaning unfolds in neural time: Embodied reactivations can precede multimodal semantic effects during language processing . NeuroImage.
García, A.M., Moguilner, S., Torquati, K., García-Marco, E., Herrera, E., Muñoz, E., Castillo, E.M., Kleineschay, T., Sedeño, L., Ibáñez, A.(2019). How meaning unfolds in neural time: Embodied reactivations can precede multimodal semantic effects during language processing . NeuroImage. 197. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 439-449.
Sebastian Moguilner, Adolfo M. García, Ezequiel Mikulan, Eugenia Hesse, Indira García-Cordero, Margherita Melloni, Sabrina Cervetto, Cecilia Serrano, Eduar Herrera, Pablo Reyes, et al. (2018). Weighted Symbolic Dependence Metric (wSDM) for fMRI resting-state connectivity: A multicentric validation for frontotemporal dementia . Scientific Reports.
Moguilner, S., García, A.M., Mikulan, E., Hesse, E., García-Cordero, I., Melloni, M., Cervetto, S., Serrano, C., Herrera, E., Reyes, P., et al.(2018). Weighted Symbolic Dependence Metric (wSDM) for fMRI resting-state connectivity: A multicentric validation for frontotemporal dementia . Scientific Reports. 8. (1).
Sebastian Moguilner, Lucas Sedeño, Olivier Piguet, Sofía Abrevaya, Horacio Desmaras, Indira García-Cordero, Sandra Baez, Laura Alethia de la Fuente, Pablo Reyes, Sicong Tu, et al.(2017). Tackling variability: A multicenter study to provide a gold-standard network approach for frontotemporal dementia . Human Brain Mapping. 38. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3804--3822. Wiley
Sebastian Moguilner, Adolfo M. García, Ezequiel Mikulan, Maria del Carmen García, Esteban Vaucheret, Yimy Amarillo, Tristan A. Bekinschtein, Agustín Ibáñez(2017). An unaware agenda: interictal consciousness impairments in epileptic patients . Neuroscience of Consciousness. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString niw024. Oxford University Press ({OUP})
Sedeño, L., Piguet, O., Abrevaya, S., Desmaras, H., García-Cordero, I., Baez, S., Alethia de la Fuente, L., Reyes, P., Tu, S., Moguilner, S., et al.(2017). Tackling variability: A multicenter study to provide a gold-standard network approach for frontotemporal dementia . Human Brain Mapping. 38. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3804-3822.
PREPRINT
Sebastian Moguilner, Ettore Tiraboschi, Giacomo Fantoni, Heather Strelevitz, Hamid Soleimani, Luca Del Torre, Uri Hasson, Albrecht Haase (2024). Neuronal correlates of sleep in honey bees .
Sebastian Moguilner, Agustín Sainz Ballesteros, Pavel Prado, Agustin Ibanez, Jhony Alejandro Mejia Perez (2023). A pipeline for large-scale assessments of dementia EEG connectivity across multicentric settings .
Sebastian Moguilner, Agustin Ibanez (2023). Deep Learning classification based on raw MRI images .
OTHER
Ibanez, A., Moguilner, S., Baez, S., Hernandez, H., Migeot, J., Legaz, A., Gonzalez-Gomez, R., Farina, F.R., Prado, P., Cuadros, J., et al.(2024). Brain clocks capture diversity and disparity in aging and dementia . Research Square.
Fittipaldi, S., Legaz, A., Maito, M., Hernandez, H., Altschuler, F., Canziani, V., Moguilner, S., Gillan, C., Castillo, J., Lillo, P., et al.(2023). Heterogeneous factors influence social cognition across diverse settings in brain health and age-related diseases . Research Square.
Perl, Y.S., Fittipaldi, S., Campo, C.G., Moguilner, S., Cruzat, J., Herzog, R., Kringelbach, M., Deco, G., Prado, P., Ibañez, A., et al.(2022). Model-based whole-brain perturbational landscape of neurodegenerative diseases . bioRxiv.