Vincenzo Lagani

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Bio

Vincenzo Lagani is an experienced data scientist primarily working on developing statistical methods and software tools for predictive analytics, risk stratification, feature selection and causal analysis.

Research Interests

Papers共 129 篇Author StatisticsCo-AuthorSimilar Experts

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Interpretable Causal Representation Learning for Biological Data in the Pathway Space

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

ICLR 2025（2025）

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Reproducibility and Validation of a Targeted and Flexible Epigenetic Clock for Forensic Applications

Ersilia Paparazzo,Mirella Aurora Aceto, Teresa Serra Cassano,Francesco Bruno, Davide Lagrotteria,Silvana Geracitano, Antonella La Russa,Alessia Bauleo,Elena Falcone,Vincenzo Lagani,Giuseppe Passarino,Alberto Montesanto

Forensic Science International (2025): 112409

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GeneSetCluster 2.0: a Comprehensive Toolset for Summarizing and Integrating Gene-Sets Analysis

Asier Ortega-Legarreta,Alberto Maillo,Daniel Mouzo,Ana Rosa Lopez-Perez,Lara Kular,Majid Pahlevan Kakhki,Jesper Tegner,Maja Jagodic,Vincenzo Lagani,Ewoud Ewing,David Gomez-Cabrero

biorxiv（2024）

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Improving Lung Cancer Screening Selection: the HUNT Lung Cancer Risk Model for Ever-Smokers Versus the NELSON and 2021 United States Preventive Services Task Force Criteria in the Cohort of Norway: A Population-Based Prospective Study

Olav Toai Duc Nguyen,Ioannis Fotopoulos,Maria Markaki,Ioannis Tsamardinos,Vincenzo Lagani,Oluf Dimitri Roe

JTO Clinical and Research Reports（2024）

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PrePR-CT: Predicting Perturbation Responses in Unseen Cell Types Using Cell-Type-Specific Graphs

Reem Alsulami,Robert Lehmann,Sumeer A. Khan,Vincenzo Lagani,David Gómez-Cabrero,Narsis A. Kiani,Jesper Tegner

biorxiv（2024）

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1193P Ethical Lung Cancer Screening Selection? Comparison of the European 4 - in the Long Run (4ITLR) Criteria with the 2021 USPSTF (US), and HUNT Lung Cancer Risk Model in a Large Norwegian Prospective Population-Based Study

O.D. Roe,O.T.D. Nguyen, I. Fotopoulos,I. Tsamardinos,V. Lagani

Annals of Oncology (2024): S769-S770

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Differentially Expressed Micrornas in Prediagnostic Serum Linked to Lung Cancer Up to Eight Years Before Diagnosis in Prospective, Population-Based Cohorts: A HUNT Study

Olav Toai Duc Nguyen, Yannis Fotopoulos,Therese Haugdahl Nost,Maria Markaki,Vincenzo Lagani,Pal Saetrom,Ioannis Tsamardinos,Oluf Dimitri D. Roe

Journal of Clinical Oncologyno. 16_suppl (2024): 8041-8041

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Effect of Novel Polygenetic Variant of HUNT Lung Cancer Model on Lung Cancer Risk Assessment over Clinical Model among Light Smokers (average <9 Pack-Years)

Olav Toai Duc Nguyen, Yannis Fotopoulos,Therese Haugdahl Nost,Maria Markaki,Vincenzo Lagani,Ioannis Tsamardinos,Oluf Dimitri D. Roe

Journal of Clinical Oncology（2024）

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Physical Performance Strongly Predicts All-Cause Mortality Risk in a Real-World Population of Older Diabetic Patients: Machine Learning Approach for Mortality Risk Stratification

Alberto Montesanto,Vincenzo Lagani,Liana Spazzafumo,Elena Tortato, Sonia Rosati,Andrea Corsonello,Luca Soraci,Jacopo Sabbatinelli,Antonio Cherubini,Maria Conte,Miriam Capri,Maria Capalbo,Fabrizia Lattanzio,Fabiola Olivieri,Anna Rita Bonfigli

Frontiers in Endocrinology（2024）

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Research Scientist

Papers共 129 篇Author StatisticsCo-AuthorSimilar Experts