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of central venous pressure (CVP) remains challenging in both space and clinical settings. This PhD project aims to develop and validate a non-invasive ultrasound-based method to estimate venous pressure using
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estimation method for the hazard function within the framework of cure models. This method aims to provide flexible, data-adaptive estimators with optimal statistical properties (optimal convergence rates and
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). - activities: For each of the objectives listed, the doctoral research will encompass (i) a literature review, (ii) the application of classification analysis methods (principal component analysis or cluster
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the continuum between basic research and innovation serving the patient Context Laboratory The Cavalli Lab is part of the "Computational Oncology" Unit (U1331 INSERM, Mines ParisTech, Institut Curie) at Institut
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pitfalls and sources of bias. This method may generate reliable evidence for underrepresented populations (e.g., older adults, people with multimorbidity, pregnant women). Two secondment placements
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. Randomized controlled trials (RCTs) underpin regulatory and clinical decision-making in healthcare, yet they are primarily designed to estimate average treatment effects within selected samples. This raises
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establishments (Université Côte d'Azur, CNRS, INRAE, INSERM ...), but also with the regiona economic players. With a presence in the fields of computational neuroscience and biology, data science and modeling