Barbara Di Camillo

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All published works

Action	Title	Year	Authors
+	Challenges and opportunities for digital twins in precision medicine from a complex systems perspective	2025	Manlio De Domenico Luca Allegri Guido Caldarelli Valeria d’Andrea Barbara Di Camillo Luís M. Rocha Jordan C. Rozum Riccardo Sbarbati Francesco Zambelli
+ PDF Chat	Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data	2024	Youngro Lee Giacomo Baruzzo Jeong-Hwan Kim Jong-Mo Seo Barbara Di Camillo
+ PDF Chat	Effect of Clinical History on Predictive Model Performance for Renal Complications of Diabetes	2024	Davide Dei Cas Barbara Di Camillo Gian Paolo Fadini Giovanni Sparacino Enrico Longato
+ PDF Chat	Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression	2024	Elena Marinello Erica Tavazzi Enrico Longato Pietro Bosoni Arianna Dagliati Mahin Vazifehdan Riccardo Bellazzi Isotta Trescato Alessandro Guazzo Martina Vettoretti
+ PDF Chat	Challenges and opportunities for digital twins in precision medicine: a complex systems perspective	2024	Manlio De Domenico Luca Allegri Guido Caldarelli Valeria d’Andrea Barbara Di Camillo Luís M. Rocha Jordan C. Rozum Riccardo Sbarbati Francesco Zambelli
+ PDF Chat	MAST: a hybrid Multi-Agent Spatio-Temporal model of tumor microenvironment informed using a data-driven approach	2022	Giulia Cesaro Mikele Milia Giacomo Baruzzo Giovanni Finco Francesco Morandini Alessio Lazzarini Piergiorgio Alotto Noel F.C.C. de Miranda Zlatko Trajanoski Francesca Finotello
+ PDF Chat	A Variable Ranking Method for Machine Learning Models with Correlated Features: In-Silico Validation and Application for Diabetes Prediction	2021	Martina Vettoretti Barbara Di Camillo
+	A practical perspective on the concordance index for the evaluation and selection of prognostic time-to-event models	2020	Enrico Longato Martina Vettoretti Barbara Di Camillo
+	A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data	2020	Sebastian Daberdaku Erica Tavazzi Barbara Di Camillo
+	Interpolation and K-Nearest Neighbours Combined Imputation for Longitudinal ICU Laboratory Data	2019	Sebastian Daberdaku Erica Tavazzi Barbara Di Camillo
+	Analysis of a Minimal Gene Regulatory Network for Cell Differentiation	2018	Irene Zorzan Simone Del Favero Barbara Di Camillo Luca Schenato
+	MAST: a Multi-Agent based Spatio-Temporal model of the interaction between immune system and tumor growth	2018	Giacomo Baruzzo Finco Giovanni Morandini Francesco Piergiorgio Alotto Barbara Di Camillo
+ PDF Chat	An optimized data structure for high-throughput 3D proteomics data: mzRTree	2010	Sara Nasso Francesco Silvestri Francesco Tisiot Barbara Di Camillo Andrea Pietracaprina Gianna Toffolo

Common Coauthors

Coauthor	Papers Together
Martina Vettoretti	3
Erica Tavazzi	3
Enrico Longato	3
Giacomo Baruzzo	3
Piergiorgio Alotto	2
Luca Allegri	2
Jordan C. Rozum	2
Sebastian Daberdaku	2
Manlio De Domenico	2
Riccardo Sbarbati	2
Luís M. Rocha	2
Francesco Zambelli	2
Guido Caldarelli	2
Valeria d’Andrea	2
Sara Nasso	1
Luca Schenato	1
Isotta Trescato	1
Riccardo Bellazzi	1
Umberto Manera	1
Irene Zorzan	1
Alessio Lazzarini	1
Lara Ahmad	1
Pietro Bosoni	1
Alessandro Guazzo	1
Paola Cavalla	1
Noel F.C.C. de Miranda	1
Arianna Dagliati	1
Giovanni Sparacino	1
Francesco Silvestri	1
Zlatko Trajanoski	1
Morandini Francesco	1
Finco Giovanni	1
Adriano Chiò	1
Mahin Vazifehdan	1
Jeong-Hwan Kim	1
Elena Marinello	1
Roberto Bergamaschi	1
Davide Dei Cas	1
Simone Del Favero	1
Eleonora Tavazzi	1
Giovanni Finco	1
Jong-Mo Seo	1
Gianna Toffolo	1
Gian Paolo Fadini	1
Francesco Tisiot	1
Mikele Milia	1
Francesca Finotello	1
Youngro Lee	1
Francesco Morandini	1
Andrea Pietracaprina	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data	2017	Yuan Luo Peter Szolovits Anand S. Dighe Jason M. Baron	2
+ PDF Chat	Review: A gentle introduction to imputation of missing values	2006	A. Rogier T. Donders Geert J. M. G. van der Heijden Theo Stijnen Karel G.M. Moons	2
+ PDF Chat	minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers	2012	Davide Albanese Michele Filosi Roberto Visintainer Samantha Riccadonna Giuseppe Jurman Cesare Furlanello	2
+ PDF Chat	Nearest neighbor imputation algorithms: a critical evaluation	2016	Lorenzo Beretta Alessandro Santaniello	2
+ PDF Chat	Detection of multistability, bifurcations, and hysteresis in a large class of biological positive-feedback systems	2004	David Angeli James E. Ferrell Eduardo D. Sontag	1
+ PDF Chat	A model of sequential branching in hierarchical cell fate determination	2009	David V. Foster Jacob G. Foster Sui Huang Stuart Kauffman	1
+	Assessment and comparison of prognostic classification schemes for survival data	1999	Erika Graf Claudia Schmoor Willi Sauerbrei M. Schumacher	1
+ PDF Chat	Global protein function prediction from protein-protein interaction networks	2003	Alexei Vázquez Alessandro Flammini Amos Maritan Alessandro Vespignani	1
+	Practical and statistical issues in missing data for longitudinal patient-reported outcomes	2013	Melanie L. Bell Diane L. Fairclough	1
+ PDF Chat	Functional cartography of complex metabolic networks	2005	Roger Guimerà Luı́s A. Nunes Amaral	1
+ PDF Chat	Bifurcation dynamics and determination of alternate cell fates in bipotent progenitor cells	2015	Shanshan Li Yanwei Liu Zengrong Liu Ruiqi Wang	1
+ PDF Chat	Emergent complex neural dynamics	2010	Dante R. Chialvo	1
+ PDF Chat	MissForest—non-parametric missing value imputation for mixed-type data	2011	Daniel J. Stekhoven Peter Bühlmann	1
+ PDF Chat	Handling missing data in RCTs; a review of the top medical journals	2014	Melanie L. Bell Mallorie H. Fiero Nicholas J. Horton Chiu‐Hsieh Hsu	1
+ PDF Chat	High-dimensional, massive sample-size Cox proportional hazards regression for survival analysis	2013	S. Mittal David Madigan Randall S. Burd Marc A. Suchard	1
+	Variable Importance Assessment in Regression: Linear Regression versus Random Forest	2009	Ulrike Grömping	1
+	Logical analysis of survival data: prognostic survival models by detecting high-degree interactions in right-censored data	2008	Louis‐Philippe Kronek Anupama Reddy	1
+	The road to modularity	2007	Günter P. Wagner Mihaela Pavličev James M. Cheverud	1
+ PDF Chat	Survival Model Predictive Accuracy and ROC Curves	2005	Patrick J. Heagerty Yingye Zheng	1
+ PDF Chat	Multiscale Computational Models of Complex Biological Systems	2013	Joseph Walpole Jason A. Papin Shayn M. Peirce	1
+ PDF Chat	Trends in modeling Biomedical Complex Systems	2009	Luciano Milanesi Paolo Romano Gastone Castellani Daniel Remondini Píetro Lió	1
+	<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	1
+ PDF Chat	On the C‐statistics for evaluating overall adequacy of risk prediction procedures with censored survival data	2011	Hajime Uno Tianxi Cai Michael Pencina Ralph B. D’Agostino L. J. Wei	1
+ PDF Chat	<i>survcomp</i>: an R/Bioconductor package for performance assessment and comparison of survival models	2011	Markus S. Schröder Aedín C. Culhane John Quackenbush Benjamin Haibe‐Kains	1
+ PDF Chat	Comparison of imputation methods for missing laboratory data in medicine	2013	Akbar K. Waljee Ashin Mukherjee Amit G. Singal Yiwei Zhang Jeffrey S. Warren Ulysses J. Balis Jorge A. Marrero Ji Zhu Peter Higgins	1
+ PDF Chat	Comparing two correlated <i>C</i> indices with right‐censored survival outcome: a one‐shot nonparametric approach	2014	Le Kang Weijie Chen Nicholas Petrick Brandon D. Gallas	1
+	Overall <i>C</i> as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation	2004	Michael Pencina Ralph B. D’Agostino	1
+	Cross-scale, cross-pathway evaluation using an agent-based non-small cell lung cancer model	2009	Zhihui Wang Christina M. Birch Jonathan Sagotsky Thomas S. Deisboeck	1
+	A comparison of estimators to evaluate the discriminatory power of time‐to‐event models	2012	Matthias Schmid Sergej Potapov	1
+ PDF Chat	Canalization and Control in Automata Networks: Body Segmentation in Drosophila melanogaster	2013	Manuel Marques-Pita Luís M. Rocha	1
+	Missing data imputation: focusing on single imputation.	2016	Zhongheng Zhang	1
+ PDF Chat	Mapping Multiplex Hubs in Human Functional Brain Networks	2016	Manlio De Domenico Shuntaro Sasai Àlex Arenas	1
+	A model of the effects of cancer cell motility and cellular adhesion properties on tumour-immune dynamics	2016	Federico Frascoli E. A. Flood Peter Kim	1
+ PDF Chat	The physics of spreading processes in multilayer networks	2016	Manlio De Domenico Clara Granell Mason A. Porter Àlex Arenas	1
+	An Introduction to Statistical Learning	2013	Gareth James Daniela Witten Trevor Hastie Robert Tibshirani	1
+ PDF Chat	On the use of Harrell’s C for clinical risk prediction via random survival forests	2016	Matthias Schmid Marvin N. Wright Andreas Ziegler	1
+ PDF Chat	Concepts in Cancer Modeling: A Brief History	2016	Renee M. Thomas Terry Van Dyke Glenn Merlino Chi‐Ping Day	1
+ PDF Chat	Use of the concordance index for predictors of censored survival data	2016	Adam R. Brentnall Jack Cuzick	1
+ PDF Chat	An agent-based model of avascular tumor growth: Immune response tendency to prevent cancer development	2017	Fateme Pourhasanzade S. H. Sabzpoushan Ali Mohammad Alizadeh Ebrahim Esmati	1
+ PDF Chat	A computational multiscale agent-based model for simulating spatio-temporal tumour immune response to PD1 and PDL1 inhibition	2017	Chang Gong Oleg Milberg Bing Wang Paolo Vicini Rajesh Narwal Lorin Roskos Aleksander S. Popel	1
+ PDF Chat	<i>In Silico</i> Modeling of Immunotherapy and Stroma-Targeting Therapies in Human Colorectal Cancer	2017	Jakob Nikolas Kather Jan Poleszczuk Meggy Suarez‐Carmona Johannes Krisam Pornpimol Charoentong Nektarios A. Valous Cleo‐Aron Weis Luca Tavernar Florian Leiß Esther Herpel	1
+ PDF Chat	Multilayer network modeling of integrated biological systems	2017	Manlio De Domenico	1
+ PDF Chat	The c-index is not proper for the evaluation of $t$-year predicted risks	2018	Paul Blanche Michael W. Kattan Thomas A. Gerds	1
+ PDF Chat	A Tutorial on Evaluating the Time-Varying Discrimination Accuracy of Survival Models Used in Dynamic Decision Making	2018	Aasthaa Bansal Patrick J. Heagerty	1
+ PDF Chat	The statistical physics of real-world networks	2018	Giulio Cimini Tiziano Squartini Fabio Saracco Diego Garlaschelli Andrea Gabrielli Guido Caldarelli	1
+ PDF Chat	Disrupted core-periphery structure of multimodal brain networks in Alzheimer’s disease	2019	Jérémy Guillon Mario Chávez Federico Battiston Yohan Attal Valentina La Corte Michel Thiebaut de Schotten Bruno Dubois Denis Schwartz Olivier Colliot Fabrizio De Vico Fallani	1
+ PDF Chat	Multiscale Agent-Based and Hybrid Modeling of the Tumor Immune Microenvironment	2019	Kerri‐Ann Norton Chang Gong Samira Jamalian Aleksander S. Popel	1
+ PDF Chat	Network Reconstruction and Community Detection from Dynamics	2019	Tiago P. Peixoto	1
+ PDF Chat	Quantitative Mechanistic Modeling in Support of Pharmacological Therapeutics Development in Immuno-Oncology	2019	Kirill Peskov Ivan Azarov Lulu Chu Veronika Voronova Yuri Kosinsky Gabriel Helmlinger	1
+	Machine Learning for Survival Analysis	2019	Ping Wang Yan Li Chandan K. Reddy	1