Post-doctorat 2 Ans Pour Le Projet Easier-cochort - Lyon e, France - HOSPICES CIVILS DE LYON

HOSPICES CIVILS DE LYON
HOSPICES CIVILS DE LYON
Entreprise vérifiée
Lyon e, France

il y a 1 semaine

Sophie Dupont

Posté par:

Sophie Dupont

beBee Recruiter
Description

Two years post-doctorate position for the project EASIER-


COHORT:
ExtrAction of Symptoms from electronIc hEalth Records to create automatic COHORTs

Location:
Lyon, France

Application Deadline: 10 December 2023


Starting Date:
January 2024

Contract Duration: 2 years


Research team:
collaboration between LIRIS (CNRS, University Lyon 1) and Center of Excellence in Respiratory Pathogens (CERP; Hospices Civils de Lyon, University Lyon 1, CIRI)/ PHE3ID


CONTEXT
Creating cohorts of patients in the health care domain is expensive and is time-consuming.

Many data are available in the electronic health records (EHR) of each patient, especially in free-text field sections written by the medical staff.

The EASIER-COHORT project aims at developing NLP techniques to retrieve automatically unstructured information, such as symptoms and comorbidities, to address epidemiological questions.


ROLE

As a part of the role, you will:

  • Design, develop, and test text-mining algorithms for the detection of symptoms and comorbidities in unstructured text.
  • Address an epidemiological question with the help of experts from the CERP, using machine learning algorithms for classification and feature selection.
  • Write academic papers, technical reports and project deliverables.
  • Attend academic conferences or project meetings to present your findings and serve as a representative for the project team.

REQUIREMENTS

  • A PhD in Computer Science, preferably on Data Systems, Natural Language Processing, Digital Health, Artificial Intelligence, or related topics
  • Provable fluency in at least one programming language, e.g., Python/R, Java, C++, Rust, etc.
  • Fluency in the French language is mandatory, in order to develop NLP tailored for French documents
  • Curiosity and passion for research and learning in general
  • Previous experience in the healthcare domain is a plus

APPLICATION

  • Cover letter in which you describe your motivation and qualifications for the position
  • Curriculum vitae, including a list of your publications and the contact information of references

Status:
Cadre


Salary:
From 25,000.00€ per year


Education:


  • Doctorate (required)

Language:

- french (required)


Work Location:
In person

Application Deadline: 10/12/2023

Expected Start Date: 01/01/2024
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