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ORCIDMeysam Hashemi
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2020 – today
- 2024
[j12]Meysam Hashemi
, Abolfazl Ziaeemehr, Michael Marmaduke Woodman, Jan Fousek, Spase Petkoski, Viktor K. Jirsa:
Simulation-based inference on virtual brain models of disorders. Mach. Learn. Sci. Technol. 5(3): 35019 (2024)- [j11]David R. Penas, Meysam Hashemi, Viktor K. Jirsa, Julio R. Banga:
Parameter estimation in a whole-brain network model of epilepsy: Comparison of parallel global optimization solvers. PLoS Comput. Biol. 20(7): 1011642 (2024) - 2023
- [j10]Nina Baldy, Nicolas Simon, Viktor K. Jirsa, Meysam Hashemi:
Hierarchical Bayesian pharmacometrics analysis of Baclofen for alcohol use disorder. Mach. Learn. Sci. Technol. 4(3): 35048 (2023) - [j9]Mario Lavanga, Johanna Stumme, Bahar Hazal Yalçinkaya, Jan Fousek, Christiane Jockwitz, Hiba Sheheitli, Nora Bittner, Meysam Hashemi, Spase Petkoski, Svenja Caspers, Viktor K. Jirsa:
The virtual aging brain: Causal inference supports interhemispheric dedifferentiation in healthy aging. NeuroImage 283: 120403 (2023) - [j8]Meysam Hashemi, Anirudh Nihalani Vattikonda, Jayant Jha, Viktor Sip, Michael Marmaduke Woodman, Fabrice Bartolomei, Viktor K. Jirsa:
Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators. Neural Networks 163: 178-194 (2023) - 2022
- [j7]Jayant Jha, Meysam Hashemi, Anirudh Nihalani Vattikonda, Huifang E. Wang, Viktor K. Jirsa:
Fully Bayesian estimation of virtual brain parameters with self-tuning Hamiltonian Monte Carlo. Mach. Learn. Sci. Technol. 3(3): 35016 (2022) - [j6]Michael Schirner, Lia Domide, Dionysios Perdikis, Paul Triebkorn, Leon Stefanovski, Roopa Pai, Paula Prodan, Bogdan Valean, Jessica Palmer, Chloê Langford, André Blickensdörfer, Michiel van der Vlag, Sandra Diaz-Pier, Alexander Peyser, Wouter Klijn, Dirk Pleiter, Anne Nahm, Oliver Schmid, Michael Marmaduke Woodman, Lyuba Zehl, Jan Fousek, Spase Petkoski, Lionel Kusch, Meysam Hashemi, Daniele Marinazzo, Jean-François Mangin, Agnes Flöel, Simisola Akintoye, Bernd Carsten Stahl, Michael Cepic, Emily Johnson, Gustavo Deco, Anthony R. McIntosh, Claus C. Hilgetag, Marc Morgan, Bernd Schuller, Alex Upton, Colin McMurtrie, Timo Dickscheid, Jan G. Bjaalie, Katrin Amunts, Jochen Mersmann, Viktor K. Jirsa, Petra Ritter:
Brain simulation as a cloud service: The Virtual Brain on EBRAINS. NeuroImage 251: 118973 (2022) - 2021
- [j5]Viktor Sip, Meysam Hashemi, Anirudh Nihalani Vattikonda, Michael Marmaduke Woodman, Huifang E. Wang, Julia Scholly, Samuel Medina Villalon, Maxime Guye, Fabrice Bartolomei, Viktor K. Jirsa:
Data-driven method to infer the seizure propagation patterns in an epileptic brain from intracranial electroencephalography. PLoS Comput. Biol. 17(2) (2021) - [j4]Meysam Hashemi, Anirudh Nihalani Vattikonda, Viktor Sip, Sandra Diaz-Pier, Alexander Peyser, Huifang E. Wang, Maxime Guye, Fabrice Bartolomei, Michael Marmaduke Woodman, Viktor K. Jirsa:
On the influence of prior information evaluated by fully Bayesian criteria in a personalized whole-brain model of epilepsy spread. PLoS Comput. Biol. 17(7) (2021) - [i1]Michael Schirner, Lia Domide, Dionysios Perdikis, Paul Triebkorn, Leon Stefanovski, Roopa Pai, Paula Popa, Bogdan Valean, Jessica Palmer, Chloê Langford, André Blickensdörfer, Michiel van der Vlag, Sandra Diaz-Pier, Alexander Peyser, Wouter Klijn, Dirk Pleiter, Anne Nahm, Oliver Schmid, Michael Marmaduke Woodman, Lyuba Zehl, Jan Fousek, Spase Petkoski, Lionel Kusch, Meysam Hashemi, Daniele Marinazzo, Jean-François Mangin, Agnes Flöel, Simisola Akintoye, Bernd Carsten Stahl, Michael Cepic, Emily Johnson, Anthony R. McIntosh, Claus C. Hilgetag, Marc Morgan, Bernd Schuller, Alex Upton, Colin McMurtrie, Timo Dickscheid, Jan G. Bjaalie, Katrin Amunts, Jochen Mersmann, Viktor K. Jirsa, Petra Ritter:
Brain Modelling as a Service: The Virtual Brain on EBRAINS. CoRR abs/2102.05888 (2021) - 2020
- [j3]Meysam Hashemi, Anirudh Nihalani Vattikonda, Viktor Sip, Maxime Guye, Fabrice Bartolomei, Michael Marmaduke Woodman, Viktor K. Jirsa:
The Bayesian Virtual Epileptic Patient: A probabilistic framework designed to infer the spatial map of epileptogenicity in a personalized large-scale brain model of epilepsy spread. NeuroImage 217: 116839 (2020)
2010 – 2019
- 2018
- [j2]Meysam Hashemi, Axel Hutt, Laure Buhry, Jamie W. Sleigh:
Optimal Model Parameter Estimation from EEG Power Spectrum Features Observed during General Anesthesia. Neuroinformatics 16(2): 231-251 (2018) - 2016
- [b1]Meysam Hashemi:
Analytical and numerical studies of thalamo-cortical neural populationmodels during general anesthesia. (Modelisation mathematique et simulation numerique de populations neuronales thalamo-corticales dans le contexte de l'anesthesie generale). University of Lorraine, Nancy, France, 2016 - 2015
- [j1]Meysam Hashemi, Axel Hutt, Jamie W. Sleigh:
How the cortico-thalamic feedback affects the EEG power spectrum over frontal and occipital regions during propofol-induced sedation. J. Comput. Neurosci. 39(2): 155-179 (2015)
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