Stephen T. Sonis

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 7

Top Topics

Metropolis Hastings

Biological Pathways

Top Venues

J. Comput. Biol.

Publications

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)
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)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
Design of Biomedical Robots for Phenotype Prediction Problems. J. Comput. Biol. 23 (8) (2016)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Leorey N. Saligan, Stephen T. Sonis
Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways. J. Comput. Biol. 23 (12) (2016)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
Sensitivity analysis of gene ranking methods in phenotype prediction. J. Biomed. Informatics 64 (2016)
Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Stephen T. Sonis
Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases. ICMMI (2015)