Blood pressure monitoring with data science H/F

Informations générales

Entité de rattachement

Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.

Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.

Implanté au cœur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.

Les 20 000 collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales :

• La conscience des responsabilités
• La coopération
• La curiosité
  

Référence

2024-33400  

Description de l'unité

The LMTS Laboratory (Measuring and Processing Physiological Signals) invites you to join a creative, dynamic and passionate team, to take part in great technical challenges.

By joining us, you will contribute to the development of the medical devices that will be used in the French and European industry of tomorrow.

Description du poste

Domaine

Mathématiques, information  scientifique, logiciel

Contrat

Stage

Intitulé de l'offre

Blood pressure monitoring with data science H/F

Sujet de stage

This internship offers the opportunity to contribute to research on continuous blood pressure monitoring, a critical area for improving the management of hypertension and preventing cardiovascular events.

Our work focuses on developing better technologies to provide more accurate, real-time information for enhanced patient outcomes.

Durée du contrat (en mois)

6 months

Description de l'offre

As an intern at CEA, you will have the opportunity to work in a world-renowned research environment. Our teams are made up of passionate and dedicated experts, providing a framework conducive to learning and collaboration. You will have access to cutting-edge equipment and top-notch research resources to carry out your missions.

 

At LMTS lab, you will work within a team of 15 people.

 

Thanks to the collaboration between CEA-Leti Health Division and CHU Grenoble, we have collected a unique dataset from the clinical trial MEPPAVOP that includes synchronized ECG and photoplethysmography (PPG) signals, providing a valuable resource for studying the relationship between optical signals and blood pressure.

 

In this context, the main objective of this internship is to build a machine learning model to estimate the blood pressure from PPG signals. To achieve this, the intern will be expected to: 

• Understand the cardiovascular notions around blood pressure monitoring,
• Get familiar with the scientific library (MATLAB / Python) currently used in the team for data formatting and processing,
• Build machine learning and neural network models to estimate blood pressure from existing PPG features,
• Evaluate the environmental impact of such models, in terms of computing power and data storage.  

Moyens / Méthodes / Logiciels

MATLAB / Python / Machine Learning

Profil du candidat

This internship is intended for final-year engineering or Master 2 students, specializing in biomedical engineering, signal processing or machine learning.

 

A prior experience with MATLAB and Python is highly desirable and an interest in medical applications is preferred. Good communication skills, English literacy and team spirit are appreciated. 

Finally, this internship may lead to doctoral research, and the candidate's desire to continue will be valued.

 

Still have doubts? We offer you:

• The opportunity to work within a world-renowned organization in the field of scientific research,
• A unique environment dedicated to ambitious projects addressing major societal challenges,
• A cutting-edge experience with strong industrial development potential,
• Exceptional experimental resources and high-quality supervision,
• Real career opportunities at the end of your internship,
• A position in the heart of the Grenoble metropolitan area, easily accessible via eco-friendly transportation promoted by the CEA,
• 85% coverage of public transportation costs,
• A recognized work-life balance,
• A company restaurant,
• A diversity and inclusion policy.

 

All our positions are open to people with disabilities. The CEA Disability Mission supports you and puts in place the necessary arrangements to meet your specific needs.

Localisation du poste

Site

Grenoble

Localisation du poste

France, Auvergne-Rhône-Alpes, Isère (38)

Ville

Grenoble

Critères candidat

Langues

• Anglais (Intermédiaire)
• Français (Notions)

Diplôme préparé

Bac+5 - Diplôme École d'ingénieurs

Formation recommandée

Data science, signal processing

Possibilité de poursuite en thèse

Oui

Demandeur

Disponibilité du poste

03/03/2025