PhD thesis on AI for the segmentation of biomarkers of cardiovascular Risk on 3D-CT
il y a 21 heures
Job Title: PhD thesis on AI for the segmentation of biomarkers of cardiovascular Risk on 3D-CTContext and Mission: Ischemic heart disease, heart failure, and atrial fibrillation are conditions responsible for a very high cardiovascular mortality. The cardiac scanner is an imaging method that is increasingly used in these conditions, even if its analysis remains subjective, sometimes long and dependent on the expertise of the operator. Artificial intelligence methods offer new perspectives in this field because they are potentially fast, partially or even totally automated to quantitatively analyze conventional or complex and new biomarkers by using radiomics concepts. However, all these post-treatment methods in full development today need to be rigorously validated before being used in daily patient care.The project that we propose to carry out here within the framework of a PhD thesis in medical imaging (University of Paris) is located at the interface of the development and the validation of these new approaches, hence the collaboration between the company Siemens Healthineers which develops these new approaches of AI and an academic center which has a big expertise of cardiac imaging, particularly in scanner because this center carries out more than 2500 cardiac scans per annum since more than 10 years.To conduct such a study, we propose the following steps:Identification and collection of a base of more than 12,000 patients having benefited from a scanner during a hospitalization in our institution during the last 15 years in order to constitute a base of development and deep learning of the various methods of AI (CAVIAR cohort).Semi-manual segmentation of cardiac structures of interest with conventional tools proposed by Siemens and/or internal to our research institution for the labeling of various biomarkers, candidate for the estimation of cardiovascular risk (coronary, valvular, aortic calcification, size of the left atrium and other cardiac cavities, mediastinal fat ...).Analysis, validation of conventional methods of post-treatment of these biomarkers insufficiently validated by the scanner on these deep learning data bases.Participation in the development of AI methods with Siemens and academic partners.Analysis and validation of AI methods in the estimation of conventional and new biomarkers brought by the AI method itself.Location: Assistance Publique Hôpitaux de Paris (APHP) & INSERM PARCC (Paris). The chosen candidate will be enrolled as a CIFRE PhD employee of Siemens Healthineers. Most of the PhD work will take place at HEGP in collaboration with INSERM (PARCC) in Paris and Siemens Healthineers (France & Princeton, USA).Remuneration: PhD Thesis with a CIFRE contract with Siemens HealthineersRequired Skills: The candidate should be skillful in: object programming (C++, Python), image processing including AI solution (deep learning and machine learning), and analysis of scientific papers. A high interest in the medical fields and heart physiology is expected, since the candidate will participate in manual segmentation of cardiac images dedicated for development and deep learning data sets of AI methods.Contact: CVs must be sent to elie.mousseaux@aphp.fr & matthieu.lepetit-coiffe@siemens-healthineers.com #J-18808-Ljbffr
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PhD in AI for Cardio Biomarker Segmentation on 3D CT
il y a 20 heures
Paris, France France Life Imaging Temps pleinA leading medical imaging company is seeking a candidate for a PhD thesis on AI for the segmentation of cardiovascular biomarkers. The role involves collaboration with Siemens Healthineers and academic centers to develop and validate AI methods in medical imaging. Candidates should have skills in programming (C++, Python), image processing, and a keen...
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Paris, France ICube Temps pleinKeywords: Muscle MRI, real-time MRI, undersampled reconstruction, non-Cartesian MRI acquisitionContextQuantitative MRI (qMRI) is a well-established tool for the in vivo characterization and longitudinal monitoring of skeletal muscle pathology in neuromuscular diseases [1]. It is increasingly used in clinical trials, particularly targeting appendicular...
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Thesis offer – Laboratory of Molecular Electrochemistry
il y a 23 heures
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PhD thesis project
il y a 24 heures
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Paris, France France Life Imaging Temps pleinContexte et mission : OVERVIEW We are looking for a candidate for a science thesis in Cardiovascular Imaging and Pharmacology. Our laboratory is interested in the non‑destructive imaging analysis of energy metabolism and vascularization. We have recently introduced a new non‑invasive imaging technique to simultaneously study these two phenomena and their...
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Paris, France France Life Imaging Temps pleinType de structure : Paris Cardiovascular Research Center, Inserm U970, 56 rue Leblanc, 75015 ParisLab head: Professor Bertrand Tavitian / Head of PARCC-Inserm U970 : Alain TedguiEnvironment: PET-CT Mediso nanoPET; Bruker 4.7 T MRI; Supersonic Imagine Aixplorer; Animal facilities, software and computing power. RadiologyStaff: PARCC = 280, Radiology Dept = 80,...
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Post-doc proposal "quantitative assessment of the energy transition"
il y a 22 heures
Paris, France University of Groningen Temps pleinPost-doc proposal "quantitative assessment of the energy transition"Friday, 31 July 2020 10:06Post-doc proposal "quantitative assessment of the energy transition"In the framework of the EU funded project TIPPING+ (Enabling Positive Tipping Points towards clean-energy transitions in Coal and Carbon Intensive Regions), the Paris School of Economics is...
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Assistant / Associate Professor of Finance
il y a 22 heures
Paris, France ESSCA - School of Management Temps pleinAssistant / Associate Professor of FinanceCompany: ESSCA - School of ManagementLocation: France/ ParisEmployment Type: Permanent Full-timePosted: 04/12/2025Assistant / Associate Professor of FinanceParis Campus Founded in 1909, ESSCA is an internationally accredited business school (AACSB, AMBA, EQUIS) located on 10 campuses: Angers, Aix-en-Provence,...
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Thesis study of Post-quantum Cryptography Publick
il y a 5 jours
Paris, France Orange Temps pleinYour role is to conduct a thesis on "A study of post-quantum public key schemes." Scientific objective, results, and challenges: The objective is to have the most efficient signature schemes possible (in terms of signature and key size, key and signature generation time). Finally, another objective is to provide theoretical security proofs related to the...
