14/07/2020
Marie Skłodowska-Curie Actions

Seeking post-doc fellow in computer analysis of multimodal radiological images for cancer characterization and prognosis

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  • OFFER DEADLINE
    24/07/2020 16:30 - Europe/Brussels
  • EU RESEARCH FRAMEWORK PROGRAMME
    H2020 / Marie Skłodowska-Curie Actions
  • LOCATION
    Spain, Tarragona
  • ORGANISATION/COMPANY
    Universitat Rovira i Virgili (URV)
  • DEPARTMENT
    International Research Proposal Support Unit
  • LABORATORY
    Pre-award

Professor Domenec Puig, established at the Department of Computer Engineering and Mathematics at Universitat Rovira i Virgili (Tarragona, Spain), is interested in receiving Expressions of Interest of potential candidates for the Marie Sklodowska – Curie Individual Fellowship (MSCA – IF) 2020 call. Selected candidates will receive dedicated support from my group to write a successful proposal.

The objective of the project is to develop novel radiomics and biomarkers based on computer vision and deep learning methods for prediction of treatment response and outcomes, tumour staging, and tissue identification of various modalities of digital images, including MRI, CT, PET and mammographic images. Combination of data analysis based on Machine Learning techniques, to provide personalized analysis and treatment of cancer will be carried out. The research will focus on:

  • Acquisition modes, reconstruction parameters, smoothing and segmentation thresholds
  • Respiratory and tumour motion
  • Reproducibility of radiomic features
  • Tumour size and intra-tumour heterogeneity
  • Combination of clinical data with radiomics
  • Standardization of the proposed solution to different types of cancer

For the Marie Curie IF call of 2020, we are looking for postdoc(s) with experience in:

  • 2D and 3D Computer Vision techniques

  • Medical Imaging

  • Data Mining

  • Machine Learning and Deep Learning

 

We are looking for talented and innovative young scientists, strongly committed to high quality frontier research and able to add new insights to the existing URV core expertise. Only candidates with an outstanding record of research achievements and publications in top-quality journals will be considered.

URV as Hosting Institution located at Scientific Campus of Universitat Rovira i Virgili (Tarragona, Spain), has all the technical and scientific facilities for carry out this project.

Universitat Rovira i Virgili (URV) is well positioned both nationally and internationally due to the Excellence of its research and the commitment and internationally recognised staff. URV is made up of 12 Faculties and Schools, with 24 Departments, which welcome annually 11.400 undergraduate, 1.500 master and 1.200 PhD students (20% of them full time employees). In 2019, it was named World’s 78th Best Young University aged less than 50 years and 401-500 Best University in the World (by Times Higher Education World University Rankings), and 501-600 by Academic Ranking of world Universities. Being the within the top 10% universities in number and impact of its publications is a clear measure of the quality of the research we can offer to the future MSCA-IF fellows.

Testament to the quality of its research is the fact that URV is host for around 100 MSCA fellows, in different programmes (COFUND, ITN, IF), displaying a strong bond to the principles of the MSCA programme.

ELIGIBILITY CRITERIA

At the deadline for the submission of the proposals (09/09/2020), researchers:

  • Shall be in possession of a doctoral degree or 4 years of full-time equivalent experience;
  • Must not have resided or carried out their main activities in Spain for more than 12 months in the 3 years immediately prior to the above mentioned deadline.
  • Must be fluent in English (both written and spoken).

 

SELECTION PROCESS

Researchers willing to apply should check that they fulfil the eligibility criteria and then send an expression of interest, consisting of:

  • A Curriculum Vitae
  • A summary presentation of their research proposal / A motivation letter

 

Expressions of interest must be submitted to uspir@urv.cat (Title of the e-mail “URV- MSCA - IF - Prof. Domenec Puig”).

Proposals will be pre-selected on the basis of internal evaluation. Candidates will be informed of the results of the pre-selection a week after the deadline.

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