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Conference

Clustering of longitudinal shape data sets using mixture of separate or branching trajectories

Subjects: Riemannian framework; Mixture models; Longitudinal data analysisShenzhen; China

  • Source: Medical Image Computing and Computer Assisted Intervention -- MICCAI ; https://hal.science/hal-02103355 ; Medical Image Computing and Computer Assisted Intervention -- MICCAI, Oct 2019, Shenzhen,

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Academic Journal

A coherent framework for learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data

Subjects: Nonlinear mixed-effects model; Longitudinal data; MCMC methods

  • Source: EISSN: 1936-4954 ; SIAM Journal on Imaging Sciences ; https://hal.science/hal-01646298 ; SIAM Journal on Imaging Sciences, 2021, 14 (1), pp.349-388. ⟨10.1137/20M1328026⟩

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Academic Journal

Estimation of Ganciclovir Exposure in Adults Transplant Patients by Machine Learning

Subjects: ganciclovir machine learning MIPD population pharmacokinetics simulations; ganciclovir; machine learning

  • Source: ISSN: 1550-7416 ; AAPS Journal ; https://ephe.hal.science/hal-04996501 ; AAPS Journal, 2025, 27 (2), pp.53. ⟨10.1208/s12248-025-01034-9⟩.

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Conference

Dynamic Survival Analysis with Controlled Latent States

Subjects: [STAT]Statistics [stat]Vienna; Austria

  • Source: ICML 2024 - Forty-First International Conference on Machine Learning ; https://hal.science/hal-04876033 ; ICML 2024 - Forty-First International Conference on Machine Learning, Jul 2024, Vienna,

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