Disease classification for whole-blood DNA methylation: Meta-analysis, missing values imputation, and XAI

por Kalyakulina, Alena, Yusipov, Igor, Bacalini, Maria Giulia, Franceschi, Claudio, Vedunova, Maria, Ivanchenko, Mikhail
Publicado 2022

Transforming Lindblad Equations into Systems of Real-Valued Linear Equations: Performance Optimization and Parallelization of an Algorithm

por Meyerov, Iosif, Kozinov, Evgeny, Liniov, Alexey, Volokitin, Valentin, Yusipov, Igor, Ivanchenko, Mikhail, Denisov, Sergey
Publicado 2020

Small immunological clocks identified by deep learning and gradient boosting

por Kalyakulina, Alena, Yusipov, Igor, Kondakova, Elena, Bacalini, Maria Giulia, Franceschi, Claudio, Vedunova, Maria, Ivanchenko, Mikhail
Publicado 2023

Age-related DNA methylation changes are sex-specific: a comprehensive assessment

por Yusipov, Igor, Bacalini, Maria Giulia, Kalyakulina, Alena, Krivonosov, Mikhail, Pirazzini, Chiara, Gensous, Noémie, Ravaioli, Francesco, Milazzo, Maddalena, Giuliani, Cristina, Vedunova, Maria, Fiorito, Giovanni, Gagliardi, Amedeo, Polidoro, Silvia, Garagnani, Paolo, Ivanchenko, Mikhail, Franceschi, Claudio
Publicado 2020

A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration

por Pellegrini, Camilla, Pirazzini, Chiara, Sala, Claudia, Sambati, Luisa, Yusipov, Igor, Kalyakulina, Alena, Ravaioli, Francesco, Kwiatkowska, Katarzyna M., Durso, Danielle F., Ivanchenko, Mikhail, Monti, Daniela, Lodi, Raffaele, Franceschi, Claudio, Cortelli, Pietro, Garagnani, Paolo, Bacalini, Maria Giulia
Publicado 2021