Vincenzo Lagani

According to our database, Vincenzo Lagani authored at least 24 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers.

Sumeer Ahmad Khan, Alberto Maillo, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér

Nat. Mac. Intell., December, 2023

Learning biologically-interpretable latent representations for gene expression data.

Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos

Mach. Learn., November, 2023

Automated machine learning for genome wide association studies.

Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos

Bioinform., September, 2023

2020

Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions.

Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2018

Correction to: Constraint-based causal discovery with mixed data.

Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos

Int. J. Data Sci. Anal., 2018

Constraint-based causal discovery with mixed data.

Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos

Int. J. Data Sci. Anal., 2018

On scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing algorithm.

Konstantinos Tsirlis, Vincenzo Lagani, Sofia Triantafillou, Ioannis Tsamardinos

Int. J. Approx. Reason., 2018

Feature selection for high-dimensional temporal data.

Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos

BMC Bioinform., 2018

Mining Free-Text Medical Notes for Suicide Risk Assessment.

Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017

SCENERY: a web application for (causal) network reconstruction from cytometry data.

Giorgos Papoutsoglou, Giorgos Athineou, Vincenzo Lagani, Iordanis Xanthopoulos, Angelika Schmidt, Szabolcs Elias, Jesper Tegnér, Ioannis Tsamardinos

Nucleic Acids Res., 2017

2016

A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions.

Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos

BMC Bioinform., 2016

Erratum to: A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions.

Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos

BMC Bioinform., 2016

SCENERY: A Web-Based Application for Network Reconstruction and Visualization of Cytometry Data.

Giorgos Athineou, Giorgos Papoutsoglou, Sofia Triantafillou, Ioannis Basdekis, Vincenzo Lagani, Ioannis Tsamardinos

Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016

2015

Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.

Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani

Int. J. Artif. Intell. Tools, 2015

2014

A Coding Support System for the ICD-9-CM Standard.

Maria Teresa Chiaravalloti, Roberto Guarasci, Vincenzo Lagani, Erika Pasceri, Roberto Trunfio

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

2012

Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies.

Ioannis Tsamardinos, Sofia Triantafilou, Vincenzo Lagani

J. Mach. Learn. Res., 2012

Learning from Mixture of Experimental Data: A Constraint-Based Approach.

Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafilou

Proceedings of the Artificial Intelligence: Theories and Applications, 2012

2011

Prediction of Outcome in the Vegetative State by Machine Learning Algorithms: A Model for Clinicians?

Loris Pignolo, Vincenzo Lagani

J. Softw. Eng. Appl., 2011

Risk Assessment Models for Diabetes Complications: A Survey of Available Online Tools.

Lefteris Koumakis, Franco Chiarugi, Vincenzo Lagani, Angelina Kouroubali, Ioannis Tsamardinos

Proceedings of the Wireless Mobile Communication and Healthcare, 2011

A constraint-based approach to incorporate prior knowledge in causal models.

Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Use of SMS for Tsunami Early Warnings at a Table Top Exercise.

Vincenzo Lagani, Vasilis Kontogiannis, Panayiotis Argyropaidas, Catherine E. Chronaki

Proceedings of the Electronic Healthcare - 4th International Conference, 2011

2010

Structure-based variable selection for survival data.

Vincenzo Lagani, Ioannis Tsamardinos

Bioinform., 2010

2009

A novel similarity-measure for the analysis of genetic data in complex phenotypes.

Vincenzo Lagani, Alberto Montesanto, Fausta Di Cianni, Víctor Moreno, Stefano Landi, Domenico Conforti, Giuseppina Rose, Giuseppe Passarino

BMC Bioinform., 2009

2008

Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case.

Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani

Proceedings of the First International Conference on Health Informatics, 2008