omicsNPC: Applying the Non-Parametric Combination Methodology to the Integrative Analysis of Heterogeneous Omics Data.

by Nestoras Karathanasis, Ioannis Tsamardinos, Vincenzo Lagani
Published 2016-01-01

BIOMARKER SIGNATURE IDENTIFICATION IN “OMICS” DATA WITH MULTI-CLASS OUTCOME

by Vincenzo Lagani, George Kortas, Ioannis Tsamardinos
Published 2013-03-01

Feature selection for high-dimensional temporal data

by Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos
Published 2018-01-01

Metabolomic Fingerprint of Mecp2-Deficient Mouse Cortex: Evidence for a Pronounced Multi-Facetted Metabolic Component in Rett Syndrome

by Gocha Golubiani, Vincenzo Lagani, Revaz Solomonia, Michael Müller
Published 2021-09-01

Feature Selection with the R Package MXM: Discovering Statistically Equivalent Feature Subsets

by Vincenzo Lagani, Giorgos Athineou, Alessio Farcomeni, Michail Tsagris, Ioannis Tsamardinos
Published 2017-09-01

Predicting Causal Relationships from Biological Data: Applying Automated Causal Discovery on Mass Cytometry Data of Human Immune Cells

by Sofia Triantafillou, Vincenzo Lagani, Christina Heinze-Deml, Angelika Schmidt, Jesper Tegner, Ioannis Tsamardinos
Published 2017-10-01

A Validated Clinical Risk Prediction Model for Lung Cancer in Smokers of All Ages and Exposure Types: A HUNT Study

by Maria Markaki, Ioannis Tsamardinos, Arnulf Langhammer, Vincenzo Lagani, Kristian Hveem, Oluf Dimitri Røe
Published 2018-05-01

Src and Memory: A Study of Filial Imprinting and Predispositions in the Domestic Chick

by Maia Meparishvili, Lela Chitadze, Vincenzo Lagani, Brian McCabe, Revaz Solomonia, Revaz Solomonia
Published 2021-09-01

Automated machine learning optimizes and accelerates predictive modeling from COVID-19 high throughput datasets

by Georgios Papoutsoglou, Makrina Karaglani, Vincenzo Lagani, Naomi Thomson, Oluf Dimitri Røe, Ioannis Tsamardinos, Ekaterini Chatzaki
Published 2021-07-01

Combining evidence from four immune cell types identifies DNA methylation patterns that implicate functionally distinct pathways during Multiple Sclerosis progressionResearch in co...

by Ewoud Ewing, Lara Kular, Sunjay J. Fernandes, Nestoras Karathanasis, Vincenzo Lagani, Sabrina Ruhrmann, Ioannis Tsamardinos, Jesper Tegner, Fredrik Piehl, David Gomez-Cabrero, Maja Jagodic
Published 2019-05-01

STATegra: Multi-Omics Data Integration – A Conceptual Scheme With a Bioinformatics Pipeline

by Nuria Planell, Vincenzo Lagani, Vincenzo Lagani, Patricia Sebastian-Leon, Frans van der Kloet, Ewoud Ewing, Nestoras Karathanasis, Nestoras Karathanasis, Arantxa Urdangarin, Imanol Arozarena, Maja Jagodic, Ioannis Tsamardinos, Ioannis Tsamardinos, Sonia Tarazona, Ana Conesa, Ana Conesa, Jesper Tegner, Jesper Tegner, Jesper Tegner, David Gomez-Cabrero, David Gomez-Cabrero, David Gomez-Cabrero, David Gomez-Cabrero
Published 2021-03-01

Feedforward regulation of Myc coordinates lineage-specific with housekeeping gene expression during B cell progenitor cell differentiation.

by Isabel Ferreirós-Vidal, Thomas Carroll, Tianyi Zhang, Vincenzo Lagani, Ricardo N Ramirez, Elizabeth Ing-Simmons, Alicia G Gómez-Valadés, Lee Cooper, Ziwei Liang, Georgios Papoutsoglou, Gopuraja Dharmalingam, Ya Guo, Sonia Tarazona, Sunjay J Fernandes, Peri Noori, Gilad Silberberg, Amanda G Fisher, Ioannis Tsamardinos, Ali Mortazavi, Boris Lenhard, Ana Conesa, Jesper Tegner, Matthias Merkenschlager, David Gomez-Cabrero
Published 2019-04-01