An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals

by Manuel A. Vázquez, Arash Maghsoudi, Inés P. Mariño, Inés P. Mariño, Inés P. Mariño
Published 2021-05-01

A comparison of Monte Carlo-based Bayesian parameter estimation methods for stochastic models of genetic networks.

by Inés P Mariño, Alexey Zaikin, Joaquín Míguez
Published 2017-01-01

Bayesian Computation Methods for Inference in Stochastic Kinetic Models

by Eugenia Koblents, Inés P. Mariño, Joaquín Míguez
Published 2019-01-01

Parameter estimation methods for chaotic intercellular networks.

by Inés P Mariño, Ekkehard Ullner, Alexey Zaikin
Published 2013-01-01

Multiplex Decomposition of Non-Markovian Dynamics and the Hidden Layer Reconstruction Problem

by Lucas Lacasa, Inés P. Mariño, Joaquin Miguez, Vincenzo Nicosia, Édgar Roldán, Ana Lisica, Stephan W. Grill, Jesús Gómez-Gardeñes
Published 2018-08-01

The Human Body as a Super Network: Digital Methods to Analyze the Propagation of Aging

by Harry J. Whitwell, Maria Giulia Bacalini, Oleg Blyuss, Oleg Blyuss, Shangbin Chen, Paolo Garagnani, Susan Yu Gordleeva, Sarika Jalan, Sarika Jalan, Mikhail Ivanchenko, Oleg Kanakov, Valentina Kustikova, Ines P. Mariño, Iosif Meyerov, Ekkehard Ullner, Claudio Franceschi, Claudio Franceschi, Alexey Zaikin, Alexey Zaikin, Alexey Zaikin
Published 2020-05-01

Multi-Marker Longitudinal Algorithms Incorporating HE4 and CA125 in Ovarian Cancer Screening of Postmenopausal Women

by Aleksandra Gentry-Maharaj, Oleg Blyuss, Andy Ryan, Matthew Burnell, Chloe Karpinskyj, Richard Gunu, Jatinderpal K. Kalsi, Anne Dawnay, Ines P. Marino, Ranjit Manchanda, Karen Lu, Wei-Lei Yang, John F. Timms, Max Parmar, Steven J. Skates, Robert C. Bast, Ian J. Jacobs, Alexey Zaikin, Usha Menon
Published 2020-07-01