Umberto Picchini 个人学术档案

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引用	1259	490
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Andrea De GaetanoDirector CNR-IRIB; Distinguished Prof. Óbuda Univ.; Adj. Prof. Mathematics, Mahidol Univ. Bangkok在 biomatematica.it 的电子邮件经过验证
Susanne DitlevsenProfessor of Statistics and Stochastic Models in Biology, University of Copenhagen在 math.ku.dk 的电子邮件经过验证
Andrea MorelliSapienza University of Rome在 uniroma1.it 的电子邮件经过验证
Giorgio ContiProfessore Ordinario di Anestesiologia e Rianimazione Università Cattolica del Sacro Cuore在 unicatt.it 的电子邮件经过验证
Monica RoccoSapienza University of rome在 uniroma1.it 的电子邮件经过验证
Salvatore Maurizio MaggioreAnesthesiology and Critical Care Medicine, SS. Annunziata Hospital, Università G. d'Annunzio di在 unich.it 的电子邮件经过验证
Julie FormanLektor i biostatistik, Københavns Universitet在 sund.ku.dk 的电子邮件经过验证
Rinaldo BellomoAustin Health在 austin.org.au 的电子邮件经过验证
Jes FrellsenAssociate Professor, Technical University of Denmark (DTU)在 dtu.dk 的电子邮件经过验证
Andrew GolightlyDurham University, UK在 durham.ac.uk 的电子邮件经过验证
Pasquale PalumboAssociate Professor of Automatic Control, University of Milano-Bicocca, Department of Biotechnology and Biosciences (BtBs)在 unimib.it 的电子邮件经过验证
Geltrude MingroneCatholic University, Rome, Italy在 unicatt.it 的电子邮件经过验证
Simona PanunziCNR IASI Istituto di Analisi dei Sistemi ed Informatica "A Ruberti"在 biomatematica.it 的电子邮件经过验证
Pierre-Alexandre MatteiResearch scientist, Inria在 inria.fr 的电子邮件经过验证
Jukka CoranderUiO, Wellcome Sanger Institute, University of Helsinki在 medisin.uio.no 的电子邮件经过验证
Marija CvijovicDepartment of Mathematical Sciences, University of Gothenburg在 chalmers.se 的电子邮件经过验证
Niek WelkenhuysenResearcher at the university of Gothenburg在 chalmers.se 的电子邮件经过验证
Gregor W. SchmidtETH Zurich在 bsse.ethz.ch 的电子邮件经过验证
Adeline SamsonUniversité Grenoble Alpes, LJK, Grenoble Alpes Data Institute在 imag.fr 的电子邮件经过验证
Rachele AndersonMathematical Statistics, Lund University在 matstat.lu.se 的电子邮件经过验证

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Umberto Picchini

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

在 chalmers.se 的电子邮件经过验证 - 首页

Bayesian inference simulation-based inference stochastic differential equations


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	305	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	91	2010
Inference for SDE models via approximate Bayesian computation U Picchini Journal of Computational and Graphical Statistics 23 (4), 1080-1100, 2014	78	2014
Practical estimation of high dimensional stochastic differential mixed-effects models U Picchini, S Ditlevsen Computational Statistics & Data Analysis 55 (3), 1426-1444, 2011	78	2011
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	78	2005
SDE Toolbox: Simulation and estimation of stochastic differential equations with MATLAB. U Picchini http://sdetoolbox.sourceforge.net/, 2007	59	2007
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	55	2006
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	48	2008
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	41	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	38	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	33	2008
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	23	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	21	2021
Sequential neural posterior and likelihood approximation S Wiqvist, J Frellsen, U Picchini https://arxiv.org/abs/2102.06522, 2021	20	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	19	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
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	14	2023
Approximate maximum likelihood estimation using data-cloning ABC U Picchini, R Anderson Computational Statistics & Data Analysis 105, 166-183, 2017	14	2017

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