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Ikerbasque Eusko Jaurlaritza


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Mondragon Unibertsitatea

PhD Candidate: Artificial inteligence applied to biomarker discovery in multi-omics data

Research Field: Engineering 
Sub Research Field:  

Job Summary

The Signal Theory and Communication research group at the Faculty of Engineering of Mondragon Unibertsitatea (MU-EPS) is looking for qualified applicants for a PhD position in Biomedical Data Analysis.

Job Description

Currently, artificial intelligence methodologies are helping to discover new and potential biomarkers based on multi-omics. Moreover, biomarkers are playing a key role in the prediction of pathologies appearance and frequency, in understanding pharmacological treatment accuracies or resistance and in the evolution of the Health 4.0. Artificial intelligence and multi-omics are the base of the personalized medicine.
The group in collaboration with the CIC bioGUNE research institute and several members of the BRTA is building a data platform to exploit and advance in personalized medicine algorithms. The platform is prepared to integrate lifestyle data, individual physical and medical condition data together with omics data coming from genomics, proteomics and metabolomics from 10000 healthy participants over a 5 year period. In medical applications, unsupervised and supervised learning techniques allow to process large amount of data to discover patterns associated with medical conditions, treatment success prediction or illness prevalence estimation. Large population studies serve to identify wide similarity groups (light phenotyping) and reduced similarity groups (deep phenotyping).
We are looking for students who are willing to conduct research on the impact of applying advanced artificial intelligence methods to exploit multi-omics data for population phenotyping.

Benefits

Comment/web site for additional job details

Position details
• Researcher profile: First Stage Researcher (R1).
• Research field: Bioinformatics, biomedical engineering, artificial intelligence.

FP7 / PEOPLE / Marie Curie Actions

Research Framework Programme/
Marie Curie Actions
No 
SESAM Agreement Number  

Job Details

Type of Contract Temporary 
Status Full-time 
Hours Per Week 40H  
Company/Institute Mondragon Unibertsitatea - Faculty of Engineering 
Country SPAIN 
State/Province Gipuzkoa 
City Arrasate 

Organization/Institute Contact Data

Organization Mondragon Unibertsitatea 
Organization/Institution Type Academic 
Faculty/Department/Research Lab  
Country SPAIN 
City Arrasate-Mondragon 
State/Province  
Postal Code 20500 
Street Loramendi 4 
E-Mail uayala@mondragon.edu 
Website www.mondragon.edu 
Phone +34943794700 
Mobile Phone  
Fax  

Application Details

Envisaged Job Starting Date 2023-01-01 
Application Deadline 2023-01-01 
How To Apply e-mail  

Additional Requirements

Skill

 
Specific Requirements

• Education level: Applicants will hold a Master Degree in Biomedical Engineering, Telecommunications, Mathematics or Computer Science, or equivalent.
• Other skills and experience (essential or desirable):
- Experience in developing in Python, Matlab or R.
- Understanding of omics data and biological processes