Profil Recherché

Titulaire d’un doctorat ou diplôme équivalent ou justifiant de titres et travaux scientifiques jugés équivalents par l’instance compétente de l’établissement. Il n’y a aucune condition d’âge ou de nationalité pour candidater. Tous les emplois CNRS sont accessibles aux personnes en situation de handicap en bénéficiant d’aménagement d’épreuves rendus nécessaires par la nature du handicap

Stratégie d'établissement

One of the CNRS COMP's thematic priorities is health and new therapeutic approaches, which are being profoundly changed by computer science and learning. Therapeutic effectiveness and the development of healthcare services are at the heart of this challenge. Physical therapies such as interventional imaging, computer-assisted surgery, image-guided neuromodulation and radiotherapy represent a pillar of this strategy aimed at exploiting new, more precise and more effective instrumental approaches. These efforts extend to combined therapeutic approaches, where the development of new, more effective radiopharmaceutical treatments forms part of promising theranostic strategies.
Through its laboratories, the CNRS is positioning itself in this context, with the aim of integrating heterogeneous medical data (images and textual data, videos of surgical procedures, radiological and surgical reports, medical device trace data) collected at different points in the care pathway and from various types of equipment, into analysis engines. In addition to prognostic models, which provide general probabilities of the outcome of a treatment, interventional models aim to formulate precise recommendations by integrating the results of clinical and preclinical research protocols. Causality also plays a central role in this approach, as it enables us not only to predict outcomes, but also to understand which interventions/actions will have the greatest impact on the patient's course of treatment.

Stratégie du laboratoire d'accueil

Three units are able to accommodate a researcher with this profile:
* CREATIS' research is in the field of health technologies, with the aim of contributing to predictive and personalised medicine through imaging. This requires the analysis of heterogeneous patient data other than imaging data for diagnosis, monitoring, choice and adaptation of therapies in the context of global health and 6P medicine.
* TIMC develops fundamental and translational interdisciplinary research inspired by healthcare needs. It involves the secondary use of massive, multimodal, heterogeneous and complex health data, including imaging.
* Using unique multimodal databases, the ICube laboratory conducts research aimed at identifying and validating integrated biomedical signatures in order to reveal underlying pathological mechanisms and guide and apply personalised medicine.

Stratégie Internationale

CNRS welcomes and recruits a large number of international researchers. More than 30% of those recruited come from abroad. This recruitment will have the same ambition.

Répertoire national des structures de recherche (RNSR) du laboratoire d'accueil

UMR5220 CREATIS
UMR5525 TIMC
UMR7357 Icube

Résumé du projet scientifique

The scientific objective is to be able to exploit massive, clinically contextualised imaging data, in order to design, develop, evaluate and validate new approaches to analysing this data, with a much more integrated, transdisciplinary and translational vision. This involves integrating heterogeneous data and modelling patient care trajectories, including medical images, radiological reports, hospital and biological data. This should enable these multimodal data to be monitored longitudinally, in order to identify the factors that determine the effectiveness of treatments. The aim is also to identify and validate complex biomedical signatures from multimodal and multiscale sources (multi-parametric MRI, EEG, ECG, ultrasound imaging, biomolecular, genetic and phenotypic data, etc.), in order to reveal underlying pathological mechanisms and guide therapeutic approaches.

Résumé du projet d'enseignement

The activities of the person recruited will be part of the training dynamic of the higher education and research establishments envisaged through their specialised teaching programmes in the field of science and technology.

Environnement Financier

• Total financé (dont package ANR) : k€
• Total du projet : k€

Diffusion scientifique

The dissemination of the results will be done through world-class scientific productions: publications, patents, software... In addition, the results will be communicated to various targets such as scientific communities, media, decision makers, general public, schools, etc., with an adapted calendar. Specific tools may be developed such as websites, newsletters, meetings, international symposia, summer schools and conferences.

Science ouverte

The CNRS is developing a strong policy in favor of open science. Open science consists of making research results "as accessible as possible and closed as necessary". As such, the CNRS aims to make 100% of the texts of publications resulting from the work of its laboratories accessible , in particular through deposit in HAL. The data produced must also be made available and reusable, except for specific restrictions. In addition, the guiding principles of individual evaluation have been revised in accordance with the DORA declaration, to be more qualitative and to take into account all facets of the researcher's profession.

Science et société

The relationship between science and society is now recognized as a full dimension of scientific activity. The project will develop this dimension in synergy with all the partners. The resulting research work will contribute to informing public decision-making. Participatory science initiatives may be initiated with actors from the project’s socio-economic and cultural eco-system.

Indicateurs

The activity will be evaluated in particular on the basis of scientific production (publications, software, patents, etc.), on institutional and private partnerships formalized by contracts, on international presence, on the promotion of work to multidisciplinary scientific communities, on innovation and its transfer to society and on scientific dissemination to non-specialist audiences.

Modalités d'organisation des auditions

Seul(e)s seront convoqué(e)s aux auditions les candidat(e)s sélectionné(e)s sur dossier par la commission de sélection