Repositorio Institucional de la Universidad de Oviedo

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Comparison of Different Sampling Algorithms for Phenotype Prediction

Cernea Corbeanu, Ana; Fernández Martínez, Juan Luis; Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Fernández Muñiz, María Zulima; Álvarez Machancoses, Óscar; Saligan, L.; Sonis, S. T. (2018)
Deep neural networks for phenotype prediction in rare diseases inclusion body myositis: a case study

Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Cernea Corbeanu, Ana; Fernández Martínez, Juan Luis; Kloczkowski, Andrzej (2020)
Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks

Fernández Ovies, Francisco Javier; Santiago Alférez-Baquero, E.; Andrés Galiana, Enrique Juan de; Cernea Corbeanu, Ana; Fernández Muñiz, María Zulima; Fernández Martínez, Juan Luis (2019)
How to deal with uncertainty in inverse and classification problems

Fernández Martínez, Juan Luis; Fernández Muñiz, María Zulima; Cernea Corbeanu, Ana; Pallero, J. L. G.; Andrés Galiana, Enrique Juan de; Pedruelo González, Luis Mariano; Álvarez, Óscar; Fernández Ovies, Francisco Javier (2020)
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer

Cernea Corbeanu, Ana; Fernández Martínez, Juan Luis; Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Álvarez Machancoses, Óscar; Fernández Muñiz, María Zulima; Saligan, L. N.; Sonis, S. T. (2020)
Robust sampling of defective pathways in multiple myeloma

Fernández Martínez, Juan Luis; Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Cernea Corbeanu, Ana; Kloczkowski, A. (2019)
Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher’s Ratio Sampler

Cernea Corbeanu, Ana; Fernández Martínez, Juan Luis; Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Fernández Muñiz, María Zulima; Álvarez Machancoses, Óscar; Saligan, L.; Sonis, S. T. (2018)
Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler

Fernández Martínez, Juan Luis; Cernea Corbeanu, Ana; Andrés Galiana, Enrique Juan de; Fernández Ovies, Francisco Javier; Fernández Muñiz, María Zulima; Álvarez Machancoses, Óscar; Saligan, L.; Sonis, S. T. (2018)