Umberto Picchini

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Andrea De GaetanoDirector CNR-IRIB; Distinguished Prof. Óbuda Univ.; Adj. Prof. Mathematics, Mahidol Univ. BangkokE-mail confirmado em biomatematica.it
Susanne DitlevsenProfessor of Statistics and Stochastic Models in Biology, University of CopenhagenE-mail confirmado em math.ku.dk
Andrea MorelliSapienza University of RomeE-mail confirmado em uniroma1.it
Giorgio ContiProfessore Ordinario di Anestesiologia e Rianimazione Università Cattolica del Sacro CuoreE-mail confirmado em unicatt.it
Monica RoccoSapienza University of romeE-mail confirmado em uniroma1.it
Salvatore Maurizio MaggioreAnesthesiology and Critical Care Medicine, SS. Annunziata Hospital, Università G. d'Annunzio diE-mail confirmado em unich.it
Julie FormanLektor i biostatistik, Københavns UniversitetE-mail confirmado em sund.ku.dk
Jes FrellsenAssociate Professor, Technical University of Denmark (DTU)E-mail confirmado em dtu.dk
Rinaldo BellomoAustin HealthE-mail confirmado em austin.org.au
Andrew GolightlyDurham University, UKE-mail confirmado em durham.ac.uk
Pasquale PalumboAssociate Professor of Automatic Control, University of Milano-Bicocca, Department of Biotechnology and Biosciences (BtBs)E-mail confirmado em unimib.it
Geltrude MingroneCatholic University, Rome, ItalyE-mail confirmado em unicatt.it
Simona PanunziCNR IASI Istituto di Analisi dei Sistemi ed Informatica "A Ruberti"E-mail confirmado em biomatematica.it
Pierre-Alexandre MatteiResearch scientist, Inria, Université Côte d'AzurE-mail confirmado em inria.fr
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiE-mail confirmado em medisin.uio.no
Marija CvijovicDepartment of Mathematical Sciences, University of GothenburgE-mail confirmado em chalmers.se
Niek WelkenhuysenResearcher at the university of GothenburgE-mail confirmado em chalmers.se
Gregor W. SchmidtETH ZurichE-mail confirmado em bsse.ethz.ch
Patrick ReithE-mail confirmado em chalmers.se
Stefan T. RadevAssistant Professor, Rensselaer Polytechnic InstituteE-mail confirmado em rpi.edu

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Umberto Picchini

Dept. Mathematical Sciences, University of Gothenburg and Chalmers University of Technology

E-mail confirmado em chalmers.se - Página inicial

Bayesian inference simulation-based inference stochastic differential equations


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Effects of levosimendan on right ventricular afterload in patients with acute respiratory distress syndrome: A pilot study* A Morelli, JL Teboul, SM Maggiore, A Vieillard-Baron, M Rocco, G Conti, ... Critical care medicine 34 (9), 2287-2293, 2006	311	2006
Prophylactic fenoldopam for renal protection in sepsis: A randomized, double-blind, placebo-controlled pilot trial* A Morelli, Z Ricci, R Bellomo, C Ronco, M Rocco, G Conti, A De Gaetano, ... Critical care medicine 33 (11), 2451-2456, 2005	137	2005
Stochastic Differential Mixed‐Effects Models U Picchini, A De Gaetano, S Ditlevsen Scandinavian Journal of Statistics 37 (1), 67-90, 2010	94	2010
Practical estimation of high dimensional stochastic differential mixed-effects models U Picchini, S Ditlevsen Computational Statistics & Data Analysis 55 (3), 1426-1444, 2011	81	2011
Inference for SDE models via approximate Bayesian computation U Picchini Journal of Computational and Graphical Statistics 23 (4), 1080-1100, 2014	80	2014
Terlipressin versus Norepinephrine To Counteract Anesthesia-induced Hypotension in Patients Treated with Renin-Angiotensin System Inhibitors: Effects of Systemic and Regional … A Morelli, L Tritapepe, M Rocco, G Conti, A Orecchioni, A De Gaetano, ... Anesthesiology 102 (1), 12-19, 2005	79	2005
SDE Toolbox: Simulation and estimation of stochastic differential equations with MATLAB. U Picchini http://sdetoolbox.sourceforge.net/, 2007	61	2007
A general approach to the apparent permeability index P Palumbo, U Picchini, B Beck, J van Gelder, N Delbar, A De Gaetano Journal of Pharmacokinetics and Pharmacodynamics 35 (2), 235-248, 2008	56	2008
Modeling the euglycemic hyperinsulinemic clamp by stochastic differential equations U Picchini, S Ditlevsen, A De Gaetano Journal of mathematical biology 53 (5), 771-796, 2006	56	2006
A mathematical model of the euglycemic hyperinsulinemic clamp U Picchini, A De Gaetano, S Panunzi, S Ditlevsen, G Mingrone Theoretical Biology and Medical Modelling 2 (1), 2005	42	2005
Partially Exchangeable Networks and architectures for learning summary statistics in Approximate Bayesian Computation S Wiqvist, PA Mattei, U Picchini, J Frellsen Proceedings of the 36th International Conference on Machine Learning 97 …, 2019	39	2019
Maximum likelihood estimation of a time-inhomogeneous stochastic differential model of glucose dynamics U Picchini, S Ditlevsen, A De Gaetano Mathematical Medicine and Biology 25 (2), 141-155, 2008	37	2008
Parameters of the diffusion leaky integrate-and-fire neuronal model for a slowly fluctuating signal U Picchini, S Ditlevsen, A De Gaetano, P Lansky Neural Computation 20 (11), 2696-2714, 2008	34	2008
JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models ST Radev, M Schmitt, V Pratz, U Picchini, U Köthe, PC Bürkner The 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023) 216 …, 2023	32	2023
Sequential neural posterior and likelihood approximation S Wiqvist, J Frellsen, U Picchini https://arxiv.org/abs/2102.06522, 2021	29	2021
Bayesian inference for stochastic differential equation mixed effects models of a tumour xenography study U Picchini, JL Forman Journal of the Royal Statistical Society: Series C 68 (4), 887-913, 2019	26	2019
Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms S Wiqvist, A Golightly, AT McLean, U Picchini Computational Statistics & Data Analysis 157, 107151, 2021	23	2021
Coupling stochastic EM and Approximate Bayesian Computation for parameter inference in state-space models U Picchini, A Samson Computational Statistics 33 (1), 179-212, 2018	21	2018
Accelerating inference for diffusions observed with measurement error and large sample sizes using Approximate Bayesian Computation U Picchini, JL Forman Journal of Statistical Computation and Simulation 86 (1), 195-213, 2016	17	2016
Approximate maximum likelihood estimation using data-cloning ABC U Picchini, R Anderson Computational Statistics & Data Analysis 105, 166-183, 2017	16	2017

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