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Óscar Álvarez-Machancoses
Óscar Álvarez-Machancoses
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Verified email at uniovi.es
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Year
Using artificial intelligence methods to speed up drug discovery
Ó Álvarez-Machancoses, JL Fernández-Martínez
Expert opinion on drug discovery 14 (8), 769-777, 2019
822019
Innovations in genomics and big data analytics for personalized medicine and health care: A review
M Hassan, FM Awan, A Naz, EJ deAndrés-Galiana, O Alvarez, A Cernea, ...
International journal of molecular Sciences 23 (9), 4645, 2022
792022
Modeling the effect of polymer chain stiffness on the behavior of polymer nanocomposites
JJ Burgos-Mármol, O Álvarez-Machancoses, A Patti
The Journal of Physical Chemistry B 121 (25), 6245-6256, 2017
292017
On the role of artificial intelligence in genomics to enhance precision medicine
Ó Álvarez-Machancoses, EJ DeAndres Galiana, A Cernea, ...
Pharmacogenomics and personalized medicine, 105-119, 2020
262020
Sampling defective pathways in phenotype prediction problems via the Holdout sampler
JL Fernández-Martínez, A Cernea, EJ deAndrés-Galiana, ...
Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018
192018
Sampling defective pathways in phenotype prediction problems via the Fisher’s ratio sampler
A Cernea, JL Fernández-Martínez, EJ deAndrés-Galiana, ...
Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018
192018
Particle swarm optimization and uncertainty assessment in inverse problems
JLG Pallero, MZ Fernández-Muñiz, A Cernea, Ó Álvarez-Machancoses, ...
Entropy 20 (2), 96, 2018
182018
Robust sampling of defective pathways in Alzheimer’s disease. Implications in drug repositioning
JL Fernández-Martínez, Ó Álvarez-Machancoses, EJ deAndrés-Galiana, ...
International journal of molecular sciences 21 (10), 3594, 2020
102020
Robust prediction of single and multiple point protein mutations stability changes
Ó Álvarez-Machancoses, EJ De Andrés-Galiana, JL Fernández-Martínez, ...
Biomolecules 10 (1), 67, 2019
92019
Comparison of different sampling algorithms for phenotype prediction
A Cernea, JL Fernández-Martínez, EJ deAndrés-Galiana, ...
Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018
92018
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer
A Cernea, JL Fernández-Martínez, EJ deAndrés-Galiana, ...
BMC bioinformatics 21 (2), 1-13, 2020
82020
Principal component analysis in protein tertiary structure prediction
Ó Álvarez, JL Fernández-Martínez, C Fernández-Brillet, A Cernea, ...
Journal of bioinformatics and computational biology 16 (02), 1850005, 2018
82018
How to deal with uncertainty in inverse and classification problems
JL Fernández-Martínez, Z Fernández-Muñiz, A Cernea, JLG Pallero, ...
Advances in modeling and interpretation in near surface geophysics, 401-414, 2020
62020
Predicting protein tertiary structure and its uncertainty analysis via particle swarm sampling
Ó Álvarez, JL Fernández-Martínez, AC Corbeanu, Z Fernández-Muñiz, ...
Journal of molecular modeling 25, 1-26, 2019
62019
Robust sampling of altered pathways for drug repositioning reveals promising novel therapeutics for inclusion body myositis
JL Fernández-Martinez, O Alvarez-Machancoses, EJ DeAndres-Galiana, ...
Journal of Rare Diseases Research & Treatment 4 (2), 7-15, 2019
52019
Prediction of protein tertiary structure via regularized template classification techniques
Ó Álvarez-Machancoses, JL Fernández-Martínez, A Kloczkowski
Molecules 25 (11), 2467, 2020
42020
The importance of biological invariance in drug design
OÃ Lvarez, FÃ Luis
Biomedical Journal of Scientific & Technical Research 18 (1), 13211-13212, 2019
42019
Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to …
EJ deAndrés-Galiana, JL Fernández-Martínez, Ó Álvarez-Machancoses, ...
Computers in Biology and Medicine 149, 106029, 2022
22022
The utilization of different classifiers to perform drug repositioning in inclusion body myositis supports the concept of biological invariance
Ó Álvarez-Machancoses, E deAndrés-Galiana, JL Fernández-Martínez, ...
International Conference on Artificial Intelligence and Soft Computing, 589-598, 2020
22020
Protein tertiary structure prediction via svd and pso sampling
Ó Álvarez, JL Fernández-Martínez, A Cernea, Z Fernández-Muñiz, ...
Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018
22018
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Articles 1–20