Anatomical tubular structure segmentation in medical imaging using graph-based spatial-locally connected network, Advanced artificial intelligence techniques for diagnostics and surgical planning, 2024_ASSEGNI_DEIB_49

10 May 2024
Job Information

Organisation/Company

Politecnico di Milano

Research Field

Engineering

Researcher Profile

Recognised Researcher (R2)
Leading Researcher (R4)
First Stage Researcher (R1)
Established Researcher (R3)

Country

Italy

Application Deadline

3 Jun 2024 - 23:59 (UTC)

Type of Contract

To be defined

Job Status

Not Applicable

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

Analyzing airways, ducts, and blood vessels in imaging is crucial for diagnosis and surgical planning. Their elongated and intricate nature, with diameters ranging from several tens of voxels to voxel-level resolution, limits traditional deep-learning processing techniques. These structures exhibit tangled branching patterns, and their topological and spatial relationships are extremely complex, requiring specific methodologies. This research focuses on graph convolutional networks due to their ability to represent tubular structures, including spatial coherence and branching development.

Requirements
Additional Information
Eligibility criteria

Relevance of qualifications with the research programme object of selection

Consistency of the candidate's overall profile with respect to the content of the research programme for selection

Close relevance of publications submitted with the research programme object of selection

Interview aimed at ascertaining the candidate's aptitude for the research object of the selection

Eligible destination country/ies for fellows:

• EUROPE

Eligibility of fellows: country/ies of residence:

• All

Eligibility of fellows: nationality/ies:

• All

Selection process

In order to participate in the selection, please read the call ("bando") available at the following website: https://www.polimi.it/en/faculty/working-at-the-politecnico/research-gr…

Website for additional job details

https://www.polimi.it/docenti-e-staff/bandi-e-concorsi/bandi-per-assegni-di-ric…

Work Location(s)

Number of offers available

1

Company/Institute

Politecnico di Milano

Country

Italy

Geofield

Where to apply

Website

https://aunicalogin.polimi.it/aunicalogin/getservizio.xml?id_servizio=1079

Contact

City

Milan

Website

https://www.polimi.it/

STATUS: EXPIRED