متابعة
Vincenzo Lagani
Vincenzo Lagani
Research Scientist, King Abdullah University of Science and Technology
بريد إلكتروني تم التحقق منه على kaust.edu.sa
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
4062020
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
1512015
Feature selection with the R package MXM: discovering statistically equivalent feature subsets‏
V Lagani, G Athineou, A Farcomeni, M Tsagris, I Tsamardinos‏
Journal of Statistical Software 80, 1-25, 2017‏
1392017
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
1062016
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
942021
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, 571-582, 2012‏
932012
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
822013
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
752015
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
692008
Combining evidence from four immune cell types identifies DNA methylation patterns that implicate functionally distinct pathways during multiple sclerosis progression‏
E Ewing, L Kular, SJ Fernandes, N Karathanasis, V Lagani, S Ruhrmann, ...‏
EBioMedicine 43, 411-423, 2019‏
682019
Constraint-based causal discovery with mixed data‏
M Tsagris, G Borboudakis, V Lagani, I Tsamardinos‏
International journal of data science and analytics 6, 19-30, 2018‏
642018
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
612018
Just Add Data: automated predictive modeling for knowledge discovery and feature selection‏
I Tsamardinos, P Charonyktakis, G Papoutsoglou, G Borboudakis, ...‏
NPJ precision oncology 6 (1), 38, 2022‏
592022
On scoring maximal ancestral graphs with the max–min hill climbing algorithm‏
K Tsirlis, V Lagani, S Triantafillou, I Tsamardinos‏
International Journal of Approximate Reasoning 102, 74-85, 2018‏
542018
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), 12724, 2017‏
522017
Probabilistic computational causal discovery for systems biology‏
V Lagani, S Triantafillou, G Ball, J Tegnér, I Tsamardinos‏
Uncertainty in biology: a computational modeling approach, 33-73, 2016‏
502016
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
472012
Association between IGF‐1 levels ranges and all‐cause mortality: A meta‐analysis‏
J Rahmani, A Montesanto, E Giovannucci, H Zand, M Barati, JJ Kopchick, ...‏
Aging Cell 21 (2), e13540, 2022‏
432022
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
432014
A novel, population-specific approach to define frailty‏
A Montesanto, V Lagani, C Martino, S Dato, F De Rango, M Berardelli, ...‏
Age 32, 385-395, 2010‏
432010
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مقالات 1–20