Offer Description

The postdoctoral position is in the field of natural language processing and the researcher will join the European FAIRClinical project funded by CHIST-ERA. The postdoctoral researcher will develop machine learning approaches for information extraction from medical and clinical research articles and their supplementary materials.

To identify the data sources needed for the extraction and normalization of the entities.
To develop text mining pipelines for the extraction and normalization from full texts and supplementary materials.
To evaluate the text mining methods.
To participate in the team's publication and communication activities.

This position is part of the FAIRClinical project funded by CHIST-ERA, in which the objective is to enhance the FAIR-ness of all supplementary data files and significantly improve the reuse of unstructured clinical case report forms (CRFs). Supplementary data are commonly attached to a scientific publication, either directly in biomedical libraries such as PubMed Central, or via generalist deposition platforms such as Zenodo. CRFs collect the patient data in clinical research studies and trials, and represent an information-rich subset of clinical research literature and unstructured clinical study supplementary data. This project proposes to specifically enrich the contents—and therefore the interoperability, findability and reusability—of all supplementary data by delivering more normalized contents.

Requirements

Research Field: Physics
Education Level: PhD or equivalent
Languages: FRENCH, Level: Basic
Years of Research Experience: 1 - 4

Additional Information

Eligibility criteria

PhD in computer science, computational linguistics or alike
Skills in supervised and semi-supervised machine learning, including deep learning
Experience with natural language processing
Good command of English, both spoken and written
Capacity to work independently and as a team member
Ability to prioritize tasks and take initiative

Work Location(s)

Number of offers available: 1
Company/Institute: Laboratoire Interdisciplinaire des Sciences du Numérique
Country: France
City: GIF SUR YVETTE

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Postdoctoral position in natural language processing

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Offer Description

This is a Preview Listing…

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