Óscar Álvarez-Machancoses

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Metropolis Hastings

Inverse Problems

Sequential Monte Carlo

Top Venues

Comput. Biol. Medicine

Publications

Óscar Álvarez-Machancoses, Eshel Faraggi, Enrique J. de Andrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
Prediction of Functional Effects of Protein Amino Acid Mutations. IWBBIO (2) (2023)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Óscar Álvarez-Machancoses, Guillermina Bea, Carlos M. Galmarini, Andrzej Kloczkowski
Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to develop fast-track repositioning of drugs against COVID-19. Comput. Biol. Medicine 149 (2022)
Óscar Álvarez-Machancoses, Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance. ICAISC (1) (2020)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Óscar Álvarez-Machancoses, Zulima Fernández-Muñiz, Leorey N. Saligan, Stephen T. Sonis
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer. BMC Bioinform. (2) (2020)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Comparison of Different Sampling Algorithms for Phenotype Prediction. IWBBIO (2) (2018)
José L. G. Pallero, María Zulima Fernández-Muñiz, Ana Cernea, Óscar Álvarez-Machancoses, Luis Mariano Pedruelo-González, Sylvain Bonvalot, Juan Luis Fernández Martínez
Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems. Entropy 20 (2) (2018)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher's Ratio Sampler. IWBBIO (2) (2018)
Juan Luis Fernández Martínez, Ana Cernea, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler. IWBBIO (2) (2018)