Emilia Toth
@emiliatoth
Clinical Data Analyst with 10+ years turning neurophysiological datasets into decision-ready insights.
HungaryWhat I'm looking for
I’m a Clinical Data Analyst with 10+ years of experience turning complex clinical and neurophysiological datasets into clear, decision-ready insights. I strengthen clinical decision-making by designing and running data collection protocols for neurostimulation studies and analyzing large datasets (10,000+ rows per study) from raw recordings to statistics and reporting.
My work blends experimental design, automated analysis pipelines, and high-quality data visualization, along with hands-on regulatory (MDR) documentation experience in the medical device field. I’ve developed analytical pipelines for thalamic stimulation and seizure data, built semi-automatic detection algorithms for neurological events, and managed end-to-end electrophysiological workflows from preprocessing to publication-grade figures.
Experience
Work history, roles, and key accomplishments
Clinical Data Acquisition & Analyst
CereGate GmbH
Jan 2022 - Present (4 years 6 months)
Design and run clinical data collection protocols for neurostimulation studies. Analyze large clinical datasets (10,000+ rows per study) from raw data to statistics and reporting.
Developed analytical pipelines for thalamic stimulation and seizure data. Created semi-automatic detection algorithms for neurological events and produced publication-grade analyses and figures.
Postdoctoral Fellow
UTHealth Houston
Jan 2017 - Jan 2022 (5 years)
Developed analytical pipelines for thalamic stimulation and seizure data and created semi-automatic detection algorithms for neurological events. Managed end-to-end electrophysiology data workflows including preprocessing, statistical analysis, and visualization.
Research Assistant
Hungarian Academy of Sciences
Jan 2010 - Jan 2017 (7 years)
Analyzed human cortical recordings (micro- and macroelectrodes) and developed automated detection of high-frequency oscillations. Worked within GCP and IRB-certified research and contributed to neurostimulation data analysis (DBS, SCS, eCAP).
Research Assistant
National Institute of Clinical Neurosciences
Jan 2010 - Jan 2017 (7 years)
Analyzed neurostimulation and electrophysiology data including DBS, SCS, and eCAP recordings. Developed and supported automated analysis for neurological event detection under GCP/IRB processes.
Education
Degrees, certifications, and relevant coursework
Cubix Institute of Technology
Data Analyst Certification Program, Data Analytics
Activities and societies: Includes SQL (Microsoft SQL Server / Azure SQL Database) and data analytics.
Currently enrolled in a Data Analyst Certification Program, strengthening business-oriented analytics. Expected completion is September 2026.
Pázmány Péter Catholic University
Doctor of Philosophy (PhD), Bioinformatics
Grade: Summa Cum Laude
Earned a PhD in Bioinformatics focused on Epilepsy & Electrophysiology.
Pázmány Péter Catholic University
Master of Science (MSc), Informatics
Activities and societies: Young Investigator Grass Award.
Completed an MSc in Informatics with a focus on Bionic Computing.
Pázmány Péter Catholic University
Master of Science (MSc), Electronic & Computer Engineering
Completed an MSc in Electronic & Computer Engineering.
Tech stack
Software and tools used professionally
Availability
Location
HungaryAuthorized to work in
Salary expectations
Job categories
Skills
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