Vincenzo Lagani

29 papers A* 1B 1Misc 1Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
GeneSetCluster 2.0: a comprehensive toolset for summarizing and integrating gene-sets analysis.
BMC Bioinform.
Asier Ortega-Legarreta, Alberto Maillo, Daniel Mouzo, Ana Rosa López-Pérez, Lara Kular, Majid Pahlevan Kakhki, Maja Jagodic, Jesper Tegnér, Vincenzo Lagani, Ewoud Ewing, David Gomez-Cabrero
2025 A* conf
Interpretable Causal Representation Learning for Biological Data in the Pathway Space.
ICLR
Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez
2025 J jnl
Interpretable Causal Representation Learning for Biological Data in the Pathway Space.
CoRR
Jesus de la Fuente, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez
2024 J jnl
ClustAll: An R package for patient stratification in complex diseases.
PLoS Comput. Biol.
Asier Ortega-Legarreta, Sara Palomino-Echeverria, Estefania Huergo, Vincenzo Lagani, Narsis A. Kiani, Pierre-Emmanuel Rautou, Nuria Planell-Picola, Jesper Tegnér, David Gomez-Cabrero
2023 J jnl
Automated machine learning for genome wide association studies.
Bioinform.
Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos
2023 J jnl
Learning biologically-interpretable latent representations for gene expression data.
Mach. Learn.
Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos
2023 J jnl
Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers.
Nat. Mac. Intell.
Sumeer Ahmad Khan, Alberto Maillo, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér
2020 — conf
Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions.
BIBM
Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos
2018 J jnl
Constraint-based causal discovery with mixed data.
Int. J. Data Sci. Anal.
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
2018 J jnl
Correction to: Constraint-based causal discovery with mixed data.
Int. J. Data Sci. Anal.
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
2018 J jnl
Feature selection for high-dimensional temporal data.
BMC Bioinform.
Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos
2018 — conf
Mining Free-Text Medical Notes for Suicide Risk Assessment.
SETN
Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos
2018 J jnl
On scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing algorithm.
Int. J. Approx. Reason.
Konstantinos Tsirlis, Vincenzo Lagani, Sofia Triantafillou, Ioannis Tsamardinos
2017 J jnl
SCENERY: a web application for (causal) network reconstruction from cytometry data.
Nucleic Acids Res.
Giorgos Papoutsoglou, Giorgos Athineou, Vincenzo Lagani, Iordanis Xanthopoulos, Angelika Schmidt, Szabolcs Elias, Jesper Tegnér, Ioannis Tsamardinos
2016 J jnl
A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions.
BMC Bioinform.
Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos
2016 J jnl
Erratum to: A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions.
BMC Bioinform.
Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos
2016 Misc conf
SCENERY: A Web-Based Application for Network Reconstruction and Visualization of Cytometry Data.
PACBB
Giorgos Athineou, Giorgos Papoutsoglou, Sofia Triantafillou, Ioannis Basdekis, Vincenzo Lagani, Ioannis Tsamardinos
2015 J jnl
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.
Int. J. Artif. Intell. Tools
Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani
2014 — conf
A Coding Support System for the ICD-9-CM Standard.
ICHI
Maria Teresa Chiaravalloti, Roberto Guarasci, Vincenzo Lagani, Erika Pasceri, Roberto Trunfio
2014 — conf
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.
SETN
Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani
2012 — conf
Learning from Mixture of Experimental Data: A Constraint-Based Approach.
SETN
Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafilou
2012 J jnl
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies.
J. Mach. Learn. Res.
Ioannis Tsamardinos, Sofia Triantafilou, Vincenzo Lagani
2011 B conf
A constraint-based approach to incorporate prior knowledge in causal models.
ESANN
Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos
2011 J jnl
Prediction of Outcome in the Vegetative State by Machine Learning Algorithms: A Model for Clinicians?
J. Softw. Eng. Appl.
Loris Pignolo, Vincenzo Lagani
2011 — conf
Risk Assessment Models for Diabetes Complications: A Survey of Available Online Tools.
MobiHealth
Lefteris Koumakis, Franco Chiarugi, Vincenzo Lagani, Angelina Kouroubali, Ioannis Tsamardinos
2011 — conf
Use of SMS for Tsunami Early Warnings at a Table Top Exercise.
eHealth
Vincenzo Lagani, Vasilis Kontogiannis, Panayiotis Argyropaidas, Catherine E. Chronaki
2010 J jnl
Structure-based variable selection for survival data.
Bioinform.
Vincenzo Lagani, Ioannis Tsamardinos
2009 J jnl
A novel similarity-measure for the analysis of genetic data in complex phenotypes.
BMC Bioinform.
Vincenzo Lagani, Alberto Montesanto, Fausta Di Cianni, Víctor Moreno, Stefano Landi, Domenico Conforti, Giuseppina Rose, Giuseppe Passarino
2008 — conf
Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case.
HEALTHINF (1)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani