Vincenzo Lagani
Vincenzo Lagani
Associate Professor, Ilia State University
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An integrated gene expression landscape profiling approach to identify lung tumor endothelial cell heterogeneity and angiogenic candidates
J Goveia, K Rohlenova, F Taverna, L Treps, LC Conradi, A Pircher, ...
Cancer cell 37 (1), 21-36. e13, 2020
Performance-estimation properties of cross-validation-based protocols with simultaneous hyper-parameter optimization
I Tsamardinos, A Rakhshani, V Lagani
International Journal on Artificial Intelligence Tools 24 (05), 1540023, 2015
Frailty phenotypes in the elderly based on cluster analysis: a longitudinal study of two Danish cohorts. Evidence for a genetic influence on frailty
S Dato, A Montesanto, V Lagani, B Jeune, K Christensen, G Passarino
Age 34 (3), 571-582, 2012
Dysautonomia and clinical outcome in vegetative state
G Dolce, M Quintieri, E Leto, M Milano, A Pileggi, V Lagani, L Pignolo
Journal of Neurotrauma 38 (10), 1441-1444, 2021
Feature selection with the R package MXM: discovering statistically-equivalent feature subsets
V Lagani, G Athineou, A Farcomeni, M Tsagris, I Tsamardinos
arXiv preprint arXiv:1611.03227, 2016
A systematic review of predictive risk models for diabetes complications based on large scale clinical studies
V Lagani, L Koumakis, F Chiarugi, E Lakasing, I Tsamardinos
Journal of Diabetes and its Complications 27 (4), 407-413, 2013
Clinical signs and early prognosis in vegetative state: a decisional tree, data-mining study
G Dolce, M Quintieri, S Serra, V Lagani, L Pignolo
Brain Injury 22 (7-8), 617-623, 2008
Meta‐analysis of clinical metabolic profiling studies in cancer: challenges and opportunities
J Goveia, A Pircher, LC Conradi, J Kalucka, V Lagani, M Dewerchin, ...
EMBO molecular medicine 8 (10), 1134-1142, 2016
Development and validation of risk assessment models for diabetes-related complications based on the DCCT/EDIC data
V Lagani, F Chiarugi, S Thomson, J Fursse, E Lakasing, RW Jones, ...
Journal of Diabetes and its Complications 29 (4), 479-487, 2015
A novel, population-specific approach to define frailty
A Montesanto, V Lagani, C Martino, S Dato, F De Rango, M Berardelli, ...
Age 32 (3), 385-395, 2010
Probabilistic computational causal discovery for systems biology
V Lagani, S Triantafillou, G Ball, J Tegner, I Tsamardinos
Uncertainty in biology, 33-73, 2016
Structure-based variable selection for survival data
V Lagani, I Tsamardinos
Bioinformatics 26 (15), 1887-1894, 2010
Contribution of genetic polymorphisms on functional status at very old age: a gene-based analysis of 38 genes (311 SNPs) in the oxidative stress pathway
S Dato, M Soerensen, V Lagani, A Montesanto, G Passarino, ...
Experimental gerontology 52, 23-29, 2014
Towards integrative causal analysis of heterogeneous data sets and studies
I Tsamardinos, S Triantafillou, V Lagani
The Journal of Machine Learning Research 13 (1), 1097-1157, 2012
A validated clinical risk prediction model for lung cancer in smokers of all ages and exposure types: a HUNT study
M Markaki, I Tsamardinos, A Langhammer, V Lagani, K Hveem, OD Røe
EBioMedicine 31, 36-46, 2018
Feature selection for high-dimensional temporal data
M Tsagris, V Lagani, I Tsamardinos
BMC bioinformatics 19 (1), 1-14, 2018
Predicting causal relationships from biological data: Applying automated causal discovery on mass cytometry data of human immune cells
S Triantafillou, V Lagani, C Heinze-Deml, A Schmidt, J Tegner, ...
Scientific reports 7 (1), 1-11, 2017
Constraint-based causal discovery with mixed data
M Tsagris, G Borboudakis, V Lagani, I Tsamardinos
International journal of data science and analytics 6 (1), 19-30, 2018
A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions
V Lagani, AD Karozou, D Gomez-Cabrero, G Silberberg, I Tsamardinos
BMC bioinformatics 17 (5), 287-305, 2016
Realization of a service for the long-term risk assessment of diabetes-related complications
V Lagani, F Chiarugi, D Manousos, V Verma, J Fursse, K Marias, ...
Journal of Diabetes and its Complications 29 (5), 691-698, 2015
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