| 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 | 130 | 2022 |
| 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 | 107 | 2019 |
| 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 | 40 | 2020 |
| 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 | 33 | 2017 |
| Particle swarm optimization and uncertainty assessment in inverse problems JLG Pallero, MZ Fernández-Muñiz, A Cernea, Ó Álvarez-Machancoses, ... Entropy 20 (2), 96, 2018 | 20 | 2018 |
| 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 | 20 | 2018 |
| 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 | 19 | 2018 |
| 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 | 12 | 2020 |
| 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 | 10 | 2019 |
| 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 | 9 | 2018 |
| 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 | 8 | 2020 |
| 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 | 8 | 2018 |
| 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 | 7 | 2019 |
| 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 | 6 | 2020 |
| 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 | 5 | 2019 |
| Prediction of protein tertiary structure via regularized template classification techniques Ó Álvarez-Machancoses, JL Fernández-Martínez, A Kloczkowski Molecules 25 (11), 2467, 2020 | 4 | 2020 |
| The importance of biological invariance in drug design OÃ Lvarez, FÃ Luis Biomedical Journal of Scientific & Technical Research 18 (1), 13211-13212, 2019 | 4 | 2019 |
| 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 | 3 | 2020 |
| Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to … EJ deAndres-Galiana, JL Fernández-Martínez, O Alvarez-Machancoses, ... Computers in Biology and Medicine 149, 106029, 2022 | 2 | 2022 |
| The PSO Family: Application to the Portfolio Optimization Problem L Fernández-Brillet, O Álvarez, JL Fernández-Martínez Applying Particle Swarm Optimization: New Solutions and Cases for Optimized …, 2021 | 2 | 2021 |
Juan Luis Fernández-MartínezFull Professor in Applied Maths. University of Oviedo (Spain)在 uniovi.es 的电子邮件经过验证
