Sano Postdoc Project title: Machine learning analysis for brain time series (EEG/fMRI)

Employment type Full-time
Region / State / Province małopolskie
About job:

Sano Postdoc

Project title: Machine learning analysis for brain time series (EEG/fMRI)

Publication date: 31.08.2022

Closing date: 30.09.2022

Level of education: PhD

Hours: 40 hours per week

Salary indication: up to 14000 PLN gross monthly


Sano: Dr. Alessandro Crimi (Research Group Leader)

Project period: 1 year + extension (e.g. January 2023 - January 2024)

BrainAndMore (BAM) lab focuses cutting edge genetic, molecular and mainly magnetic resonance imaging  technology to understand diseases and support drug development efforts in the neuroscience field.

In this project we want to investigate electrophysiology (EEG and fNIRS) in daily use, as investigating changes in daily use allows to see neurological, psychiatric effects in a broader sense.

Implementation of deep learning/machine learning model for neuroimaging analysis with particular attention to time series.

What are you going to do?

You are expected to:

  • do original research under the direction of one of Research Group Leaders;
  • publish your work in peer-review journals and present during national and international conferences;
  • co-mentor junior scientists – PhD students and MSc students.
What do we require?

Required background and skills of the candidate:

  • recent or pending PhD in relevant field of science (computer science/biomedical engineering or related fields);
  • at least one first-author research publication in a peer-reviewed scientific journal, top conference or currently in press (e.g. Neuroimage, Nature Methods, Nature Communications, Nature Scientific Reports, PloS, IEEE TMI;
  • Python programming, medical imaging experience (preferably in 3D or 4D), statistics;
  • knowledge of time series signal as fMRI, EEG or fNIRS;
  • excellent written and oral English communication skills;

Nice to have

  • additional assets: knowledge of brain anatomy and related tools (Dipy, FSL, etc), experince in circuit design or electronics DIY (Arduino, RaspberryPi, Jetson, etc). 
Our offer

We offer a fixed term contract for 40 hours per week for the duration of 2 years. This will be supported by an educational plan that includes attendance of courses and (international) meetings. The contract will include opportunities to participate in teaching and supervision of undergraduate and master students.

The salary, depending on relevant experience before the beginning of the employment contract, will be up to 14000 PLN gross per month, based on a full-time contract (40 hours a week) for the duration of 2 years with private medical care and a sports card.

Sano offers excellent opportunities for study and development, an access to many international conferences on computational medicine and a possibility to grow in a scientific society.

Last modified Tuesday, August 30, 2022