Multimodal Biomarker Engineer for Pediatric Epilepsy

Universitat Politècnica de Catalunya (UPC)- BarcelonaTECH; España; Presencial; EUR 18.000 - 30.000; A tiempo parcial

Descripción de la vacante

Universitat Politècnica de Catalunya (UPC) - BarcelonaTECH is seeking a First Stage Researcher (R1) to develop and validate multimodal biomarkers for localizing the epileptic focus in children with refractory epilepsy. This role involves hands-on work with intracranial EEG data and collaboration with neuroimaging teams.

The position is part-time (5 hours per week) and temporary, with duties including preprocessing, biomarker extraction, data integration, and thorough documentation to ensure

Formación

• Knowledge of signal theory and multivariate analysis.
• Experience with machine learning methods for biomedical data.
• Prior work on medical applications is valued.

Responsabilidades

• Collaborate on preprocessing and quality control of intracranial EEG data.
• Develop and evaluate biomarkers of brain activity and connectivity.
• Integrate EEG biomarkers with neuroimaging data to localize epileptic focus.
• Document code, procedures and results for reproducibility.
• Use libraries in signal processing and Python for ML development.

Conocimientos

Signal theory

Multivariate analysis

Machine learning

Descripción del empleo

Universitat Politècnica de Catalunya (UPC) - BarcelonaTECH is seeking a First Stage Researcher (R1) to develop and validate multimodal biomarkers for localizing the epileptic focus in children with refractory epilepsy. This role involves hands-on work with intracranial EEG data and collaboration with neuroimaging teams.

The position is part-time (5 hours per week) and temporary, with duties including preprocessing, biomarker extraction, data integration, and thorough documentation to ensure