Amir Omidvarnia
Angestellt, Postdoctoral Researcher, Forschungszentrum Jülich
Juelich, Deutschland
Über mich
I am interested in disentangling the complex dynamics of human brain function in health and diseases such as epilepsy, where neuroscience and neurology meet engineering and data science. My passion is to design, implement, and apply machine learning and data science methods for diagnostic and prognostic purposes.
Werdegang
Berufserfahrung von Amir Omidvarnia
Develop and apply machine learning models for prediction of cognitive performance in large scale neuroimaging databases
1 Jahr und 9 Monate, Dez. 2019 - Aug. 2021
Postdoctoral Researcher
Ecole Polytechnique Federale de Lausanne
- Conduct nonlinear time series analysis of resting state fMRI data to acquire better understanding of complex dynamics in brain function - Senior teacher assistant of the postgraduate course Signal Processing for Functional Brain Imaging, led by Prof. Dimitri Van De Ville at the School of Engineering
5 Jahre und 10 Monate, Feb. 2014 - Nov. 2019
Postdoctoral Researcher
Florey Institute of Neuroscience and Mental Health
- Automatic detection of interictal epileptic spikes (IEDs) fir EEG-fMRI analysis of drug-resistant epilepsy patients, - Functional brain connectivity analysis of epilepsy patients using multi-modal recordings such as EEG and fMRI, - Algorithm development for analysis of medical data in presence of epilepsy using graph theory, time-frequency analysis and statistical - Development of new fMRI analysis techniques for studying dynamic functional brain connectivity in epilepsy patients
Ausbildung von Amir Omidvarnia
4 Jahre und 3 Monate, Aug. 2010 - Okt. 2014
Biomedical Engineering
University of Queensland
Sprachen
Persian
Muttersprache
Deutsch
Grundlagen
Englisch
Fließend