Sano Postdoc Project Title: Machine Learning Analysis For Brain Time Series (Eeg/Fmri)

Universities and Institutes of Poland

Poland

September 30, 2022

Description

  • Organisation/Company: Sano Centre for Computational Personalized Medicine
  • Research Field: Computer science
  • Researcher Profile: Recognised Researcher (R2) Established Researcher (R3)
  • Application Deadline: 30/09/2022 21:00 - Europe/Athens
  • Location: Poland › Kraków
  • Type Of Contract: Temporary
  • Job Status: Full-time
  • Hours Per Week: 40
  • 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

    Supervisor:

    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.

    Benefits

    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.

    Offer Requirements
  • REQUIRED EDUCATION LEVEL
  • Computer science: PhD or equivalent

  • REQUIRED LANGUAGES
  • ENGLISH: Excellent

    Skills/Qualifications

    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).
  • Contact Information
  • Organisation/Company: Sano Centre for Computational Personalized Medicine
  • Organisation Type: International / Intergovernmental Organisation
  • Website: https: // sano.science
  • E-Mail: m.golabek@sano.science
  • Country: Poland
  • City: Kraków
  • State/Province: Malopolska
  • Postal Code: 30072
  • Street: Nawojki 11
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