PhD EEG measurements in epilepsia and NDD

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PhD EEG measurements in epilepsia and NDD

Accurate treatment selection and monitoring through EEG measurements of excitation/inhibition ratio in epilepsy and neurodevelopmental disorders

Deadline Published Vacancy ID 9608

Job types

PhD

Education level

Doctorate

Weekly hours

36 hours per week

Salary indication

€2789—€3536 per month

Location

Meibergdreef 9, 1105AZ, Amsterdam

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Job description

The multi-disciplinary N=You Neurodevelopmental Precision Center is looking for a talented PhD candidate for a 4-year project that will be jointly supervised by Prof. Dr. Hilgo Bruining (child psychiatrist at Amsterdam UMC location AMC) and Dr. Klaus Linkenkaer-Hansen (https://cncr.nl/ at the VU Amsterdam).

The balance between excitatory (E) and inhibitory (I) signaling is crucial for proper brain development and functioning. Indeed, alterations in E/I balance supposedly underlie clinical manifestations of neurodevelopmental disorders ranging from behavioral disturbances to seizures. Many existing and new pharmacological interventions target elements of E/I-balance regulation; however, lack of technology to track changes in E/I ratio that is clinically insightful is limiting their implementation. In the BRAINinBALANCE public-private partnership between the N=You Neurodevelopmental Precision Center at Amsterdam UMC and MedTech company Clouds of Care, we aim to solve this problem.

Specifically, based on our patent-pending algorithm to quantify network-level E/I ratio directly from EEG signals (Bruining et al., Scientific Reports 2020), we will build a standardized EEG analysis workflow for individual-subject monitoring of E/I regulation through pharmacological interventions. This includes different anti-epileptic drugs, which is the focus area of Epilog, a brand of Clouds of Care, and bumetanide treatment of children with autism spectrum disorder that have participated in a large EEG-assisted trial at the N=You Neurodevelopmental Precision Center.

As a PhD candidate, your research will focus on bridging the gap between qualitative and quantitative EEG analysis and push the state-of-the-art in using high-density EEG for precision medicine.
  • You will perform or assist in EEG recordings in children with a neurodevelopmental disorder.
  • You will perform qualitative visual scoring of clinical EEG before and after pharmacological intervention in patients with epilepsy or children with a neurodevelopmental disorder.
  • You will proactively contribute to the improvement of the workflow and software for analysis and visualization of EEG that are developed for clinical decision making in our group.
  • You will help supervise masters students and publish influential papers in the peer-reviewed literature.

Requirements

We are looking for a candidate with a background in clinical neurophysiology, (developmental) neuroscience, biomedical sciences or electrical engineering, and a strong motivation to integrate in a multi-disciplinary team of clinicians and scientists.
  • You should have strong research skills and strong analytical skillset and proficiency with data analysis.
  • Affinity with signal processing in EEG research, most preferably with visual scoring of epileptiform EEG patterns and artefacts in human/children EEG recordings.
  • Interest to learn advanced quantitative analysis of EEG is essential.
  • Interest or background in EEG signal analyses but also big data is a significant asset given the focus of the lab.
  • Comfort with Matlab, Python, R or other programming languages, familiarity with high-performance computing environments.
  • Excellent communication and writing skills (ENG), problems solving and team player.

Conditions of employment

  • A contract for the duration of the project is initially for 1 year. After evaluation, the contract will be extended to a total duration of 4 years.
  • Salary scale OIO: € 2,789 to € 3,536 gross for full-time employment (depending on education and experience).
  • You will also receive a year-end bonus of 8.3% and 8% holiday allowance. Calculate your net salary here.
  • Free and unlimited access to our online learning environment GoodHabitz.
  • Pension accrual with ABP, of which we pay 70% of the premium.
  • Reimbursement of 75% of your public transport expenses. Do you prefer to come by bike? Then we have a good bicycle scheme.
  • An active staff association and Jong Amsterdam UMC association, both of which organise fun (sports) activities and events.

Employer

Amsterdam UMC

A challenging position in a socially involved organization.

You will be part of a collaborative, enthusiastic team consisting of multiple PhD-students and experienced post-docs in which we collectively work on important research questions ranging from fundamental aspects of neuronal network dynamics to translational neuroscience.

Together @ Amsterdam UMC

Amsterdam University Medical Centers is a leading medical center that combines complex high-quality patient care, innovative scientific research and education of the next generation committed health care professionals. Together we discover the healthcare of tomorrow.

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