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Giuseppe De Nicolao

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TOP 3
Maurizio Rocchetti; Francesca Del Bene; Massimiliano Germani; Paolo Magni; Enrico Pesenti; Italo POggesi; Giuseppe De Nicolao
Predictive pharmacokinetic-pharmacodynamic modeling of tumor growth after administration of an anti-angiogenic agent, bevacizumab, as single-agent and combination therapy in tumor xenografts.
Costanza D'Avanzo; Giuseppe De Nicolao; Anahita Goljahani; Gianluigi Pillonetto; Giovanni Sparacino
A multi-task learning approach for the extraction of single-trial evoked potentials.
Eleonora Marostica; Alberto Russu; Stefano Zamuner; Roberto Gomeni; Giuseppe De Nicolao
A PCA approach to population analysis: with application to a Phase II depression trial.

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All Publications

2013: Maurizio Rocchetti; Francesca Del Bene; Massimiliano Germani; Paolo Magni; Enrico Pesenti; Italo POggesi; Giuseppe De Nicolao
Predictive pharmacokinetic-pharmacodynamic modeling of tumor growth after administration of an anti-angiogenic agent, bevacizumab, as single-agent and combination therapy in tumor xenografts.
Cancer chemotherapy and pharmacology 2013;71(5):1147-57.
2013: Costanza D'Avanzo; Giuseppe De Nicolao; Anahita Goljahani; Gianluigi Pillonetto; Giovanni Sparacino
A multi-task learning approach for the extraction of single-trial evoked potentials.
Computer methods and programs in biomedicine 2013;110(2):125-36.
2013: Eleonora Marostica; Alberto Russu; Stefano Zamuner; Roberto Gomeni; Giuseppe De Nicolao
A PCA approach to population analysis: with application to a Phase II depression trial.
Journal of pharmacokinetics and pharmacodynamics 2013;40(2):213-27.
2012: Paolo Magni; N Terranova; F Del Bene; Massimiliano Germani; Giuseppe De Nicolao
A minimal model of tumor growth inhibition in combination regimens under the hypothesis of no interaction between drugs.
IEEE transactions on bio-medical engineering 2012;59(8):2161-70.
2012: Chiara Zecchin; Giuseppe De Nicolao; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Neural network incorporating meal information improves accuracy of short-time prediction of glucose concentration.
IEEE transactions on bio-medical engineering 2012;59(6):1550-60.
2012: A Russu; Giuseppe De Nicolao; R Gomeni; A C Hooker; E Marostica; Italo POggesi; S Zamuner
Joint modeling of efficacy, dropout, and tolerability in flexible-dose trials: a case study in depression.
Clinical pharmacology and therapeutics 2012;91(5):863-71.
2011: Alberto Russu; Roberto Gomeni; Italo POggesi; Giuseppe De Nicolao
Bayesian population modeling of phase I dose escalation studies: Gaussian process versus parametric approaches.
IEEE transactions on bio-medical engineering 2011;58(11):3156-64.
2011: Alberto Russu; Erik van Zwet; Giuseppe De Nicolao; Oscar Della-Pasqua
Modelling of the outcome of non-inferiority trials by integration of historical data.
Journal of pharmacokinetics and pharmacodynamics 2011;38(5):595-612.
2011: Roberto Bizzotto; Giuseppe De Nicolao; Roberto Gomeni; Andrew Hooker; Enrica Mezzalana; Stefano Zamuner; Mats O Karlsson
Multinomial logistic functions in markov chain models of sleep architecture: internal and external validation and covariate analysis.
The AAPS journal 2011;13(3):445-63.
2011: Francesco Dinuzzo; Gianluigi Pillonetto; Giuseppe De Nicolao
Client-server multitask learning from distributed datasets.
IEEE transactions on neural networks / a publication of the IEEE Neural Networks Council 2011;22(2):290-303.
2011: C Zecchin; Giuseppe De Nicolao; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():5653-6.
2010: Boris Kovatchev; Claudio Cobelli; Eric Renard; Stacey Anderson; Marc Breton; Stephen Patek; William Clarke; Daniela Bruttomesso; Alberto Maran; Silvana Costa; Angelo Avogaro; Chiara Dalla Man; Andrea Facchinetti; Lalo Magni; Giuseppe De Nicolao; Jerome Place; Anne Farret
Multinational study of subcutaneous model-predictive closed-loop control in type 1 diabetes mellitus: summary of the results.
Journal of diabetes science and technology 2010;4(6):1374-81.
2010: Roberto Bizzotto; Stefano Zamuner; Giuseppe De Nicolao; Mats O Karlsson; Roberto Gomeni
Multinomial logistic estimation of Markov-chain models for modeling sleep architecture in primary insomnia patients.
Journal of pharmacokinetics and pharmacodynamics 2010;37(2):137-55.
2010: Gianluigi Pillonetto; Francesco Dinuzzo; Giuseppe De Nicolao
Bayesian online multitask learning of Gaussian processes.
IEEE transactions on pattern analysis and machine intelligence 2010;32(2):193-205.
2010: Jean-Louis Steimer; Svein G Dahl; Dinesh P de Alwis; Ursula Gundert-Remy; Mats O Karlsson; Jirina Martinkova; Leon Aarons; Hans-Jürgen Ahr; Jean Clairambault; Gilles Freyer; Lena E Friberg; Steven E Kern; Annette Kopp-Schneider; Wolf-Dieter Ludwig; Giuseppe De Nicolao; Maurizio Rocchetti; Iñaki F Troconiz
Modelling the genesis and treatment of cancer: the potential role of physiologically based pharmacodynamics.
European journal of cancer (Oxford, England : 1990) 2010;46(1):21-32.
2009: Italo POggesi; Giuseppe De Nicolao; Massimiliano Germani; Maurizio Rocchetti
Re: Antitumor efficacy testing in rodents.
Journal of the National Cancer Institute 2009;101(22):1592-3; author reply 1593-4.
2009: Lalo Magni; Marco Forgione; Chiara Toffanin; Chiara Dalla Man; Boris Kovatchev; Giuseppe De Nicolao; Claudio Cobelli
Run-to-run tuning of model predictive control for type 1 diabetes subjects: in silico trial.
Journal of diabetes science and technology 2009;3(5):1091-8.
2009: Boris Kovatchev; Stephen Patek; Eyal Dassau; Francis J Doyle; Lalo Magni; Giuseppe De Nicolao; Claudio Cobelli
Control to range for diabetes: functionality and modular architecture.
Journal of diabetes science and technology 2009;3(5):1058-65.
2009: Daniela Bruttomesso; Anne Farret; Silvana Costa; Maria Cristina Marescotti; Monica Vettore; Angelo Avogaro; Antonio Tiengo; Chiara Dalla Man; Jerome Place; Andrea Facchinetti; Stefania Guerra; Lalo Magni; Giuseppe De Nicolao; Claudio Cobelli; Eric Renard; Alberto Maran
Closed-loop artificial pancreas using subcutaneous glucose sensing and insulin delivery and a model predictive control algorithm: preliminary studies in Padova and Montpellier.
Journal of diabetes science and technology 2009;3(5):1014-21.
2009: Francesca Del Bene; Massimiliano Germani; Giuseppe De Nicolao; Paolo Magni; Claudia Ernestina Re; Dario Ballinari; Maurizio Rocchetti
A model-based approach to the in vitro evaluation of anticancer activity.
Cancer chemotherapy and pharmacology 2009;63(5):827-36.
2008: Paolo Magni; Massimiliano Germani; Giuseppe De Nicolao; Giulia Bianchini; Monica Simeoni; Italo POggesi; Maurizio Rocchetti
A minimal model of tumor growth inhibition.
IEEE transactions on bio-medical engineering 2008;55(12):2683-90.
2008: Marta Neve; Giuseppe De Nicolao; Laura Marchesi
Nonparametric identification of population models: an MCMC approach.
IEEE transactions on bio-medical engineering 2008;55(1):41-50.
2007: Lalo Magni; Davide M Raimondo; Luca Bossi; Chiara Dalla Man; Giuseppe De Nicolao; Boris Kovatchev; Claudio Cobelli
Model predictive control of type 1 diabetes: an in silico trial.
Journal of diabetes science and technology 2007;1(6):804-12.
2007: Maurizio Rocchetti; Monica Simeoni; Enrico Pesenti; Giuseppe De Nicolao; Italo POggesi
Predicting the active doses in humans from animal studies: a novel approach in oncology.
European journal of cancer (Oxford, England : 1990) 2007;43(12):1862-8.
2006: Paolo Magni; Monica Simeoni; Italo POggesi; Maurizio Rocchetti; Giuseppe De Nicolao
A mathematical model to study the effects of drugs administration on tumor growth dynamics.
Mathematical biosciences 2006;200(2):127-51.
2005: Maurizio Rocchetti; Italo POggesi; Massimiliano Germani; francesco Fiorentini; Cinzia Pellizzoni; Paola Zugnoni; Enrico Pesenti; Monica Simeoni; Giuseppe De Nicolao
A pharmacokinetic-pharmacodynamic model for predicting tumour growth inhibition in mice: a useful tool in oncology drug development.
Basic & clinical pharmacology & toxicology 2005;96(3):265-8.
2004: Monica Simeoni; Paolo Magni; Cristiano Cammia; Giuseppe De Nicolao; Valter Croci; Enrico Pesenti; Massimiliano Germani; Italo POggesi; Maurizio Rocchetti
Predictive pharmacokinetic-pharmacodynamic modeling of tumor growth kinetics in xenograft models after administration of anticancer agents.
Cancer research 2004;64(3):1094-101.
2003: Massimiliano Germani; Paolo Magni; Giuseppe De Nicolao; Italo POggesi; Aurelio Marsiglio; Dario Ballinari; Maurizio Rocchetti
In vitro cell growth pharmacodynamic studies: a new nonparametric approach to determining the relative importance of drug concentration and treatment time.
Cancer chemotherapy and pharmacology 2003;52(6):507-13.
2002: Paolo Magni; Riccardo Bellazzi; Giuseppe De Nicolao; Italo POggesi; Maurizio Rocchetti
Nonparametric AUC estimation in population studies with incomplete sampling: a Bayesian approach.
Journal of pharmacokinetics and pharmacodynamics 2002;29(5-6):445-71.
2002: Alessandro Sartorio; Giuseppe De Nicolao; Diego Liberati
An improved computational method to assess pituitary responsiveness to secretagogue stimuli.
European journal of endocrinology / European Federation of Endocrine Societies 2002;147(3):323-32.
2002: Giovanni Sparacino; Gianluigi Pillonetto; Massimo Capello; Giuseppe De Nicolao; Claudio Cobelli
WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems.
Computer methods and programs in biomedicine 2002;67(1):67-77.
2000: Giuseppe De Nicolao; Diego Liberati; Alessandro Sartorio
Stimulated secretion of pituitary hormones in normal humans: a novel direct assessment from blood concentrations.
Annals of biomedical engineering 2000;28(9):1136-45.
2000: Riccardo Bellazzi; Paolo Magni; Giuseppe De Nicolao
Bayesian analysis of blood glucose time series from diabetes home monitoring.
IEEE transactions on bio-medical engineering 2000;47(7):971-5.
2000: Alessandro Sartorio; A Pizzocaro; Diego Liberati; Giuseppe De Nicolao; J D Veldhuis; G Faglia
Abnormal LH pulsatility in women with hyperprolactinaemic amenorrhoea normalizes after bromocriptine treatment: deconvolution-based assessment.
Clinical endocrinology 2000;52(6):703-12.
1999: Giuseppe De Nicolao; Diego Liberati; J D Veldhuis; Alessandro Sartorio
LH and FSH secretory responses to GnRH in normal individuals: a non-parametric deconvolution approach.
European journal of endocrinology / European Federation of Endocrine Societies 1999;141(3):246-56.
1998: Riccardo Bellazzi; Paolo Magni; Cristiana Larizza; Giuseppe De Nicolao; A Riva; Mario Stefanelli
Mining biomedical time series by combining structural analysis and temporal abstractions.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1998;():160-4.
1997: Alessandro Sartorio; Giuseppe De Nicolao; G Pizzini; Diego Liberati
Non-parametric deconvolution provides an objective assessment of GH responsiveness to GH-releasing stimuli in normal subjects.
Clinical endocrinology 1997;46(4):387-95.
1995: Riccardo Bellazzi; C Siviero; Mario Stefanelli; Giuseppe De Nicolao
Adaptive controllers for intelligent monitoring.
Artificial intelligence in medicine 1995;7(6):515-40.
1995: Giuseppe De Nicolao; Diego Liberati; Alessandro Sartorio
Deconvolution of infrequently sampled data for the estimation of growth hormone secretion.
IEEE transactions on bio-medical engineering 1995;42(7):678-87.
1993: Giuseppe De Nicolao; Diego Liberati
Linear and nonlinear techniques for the deconvolution of hormone time-series.
IEEE transactions on bio-medical engineering 1993;40(5):440-55.
1991: Alessandro Sartorio; A Spada; Maura Arosio; A Conti; G Faglia; Giuseppe De Nicolao
Effects of consecutive doses of GHRH on GH secretion.
Clinical endocrinology 1991;35(2):187-8.
1990: Giuseppe De Nicolao; Vincenzo Guardabasso; M Rocchetti
The relationship between rate of venous sampling and visible frequency of hormone pulses.
Computer methods and programs in biomedicine 1990;33(3):145-57.
1990: M Rocchetti; Giuseppe De Nicolao
CURT: a randomization test for statistical comparison between experimental curves.
Computer methods and programs in biomedicine 1990;31(3-4):207-13.
1989: Giuseppe De Nicolao; M Rocchetti
Mean plasma hormone concentration is controlled in a linear manner by secretory impulse frequency.
The American journal of physiology 1989;257(2 Pt 1):E299-300.
1988: Vincenzo Guardabasso; Giuseppe De Nicolao; M Rocchetti; D Rodbard
Evaluation of pulse-detection algorithms by computer simulation of hormone secretion.
The American journal of physiology 1988;255(6 Pt 1):E775-84.