List of research papers on journals and conference proceedings published by the IDAL members.
2023
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Florencio, Lidiane L.; Navarro-Pardo, Esperanza; Rodríguez-Jiménez, Jorge; Torres-Macho, Juan; Pellicer-Valero, Oscar J.
In: Infection, vol. 51, no. 1, pp. 61–69, 2023, ISBN: 1439-0973.
@article{infection2023_clustering,
title = {Clustering analysis reveals different profiles associating long-term post-COVID symptoms, COVID-19 symptoms at hospital admission and previous medical co-morbidities in previously hospitalized COVID-19 survivors},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Lidiane L. Florencio and Esperanza Navarro-Pardo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Juan Torres-Macho and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1007/s15010-022-01822-x},
doi = {10.1007/s15010-022-01822-x},
isbn = {1439-0973},
year = {2023},
date = {2023-02-01},
urldate = {2023-02-01},
journal = {Infection},
volume = {51},
number = {1},
pages = {61--69},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Martínez-Guerrero, José D.; Lamata, Lucas; Villmann, Thomas
Quantum Artificial Intelligence: A tutorial Proceedings Article
In: Proceedings of the 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2023), Bruges, Belgium, 2023.
@inproceedings{ESANN2023_QAI,
title = {Quantum Artificial Intelligence: A tutorial},
author = {Jos\'{e} D. Mart\'{i}nez-Guerrero and Lucas Lamata and Thomas Villmann},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2023)},
address = {Bruges, Belgium},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Hernani-Morales, Carlos; Alvarado, Gabriel; Albarrán-Arriagada, Francisco; Vives-Gilabert, Yolanda; Solano, Enrique; Martín-Guerrero, José D.
Machine Learning for maximizing the memristivity of single and coupled quantum memristors Miscellaneous
2023.
@misc{hernanimorales2023machine,
title = {Machine Learning for maximizing the memristivity of single and coupled quantum memristors},
author = {Carlos Hernani-Morales and Gabriel Alvarado and Francisco Albarr\'{a}n-Arriagada and Yolanda Vives-Gilabert and Enrique Solano and Jos\'{e} D. Mart\'{i}n-Guerrero},
url = {https://arxiv.org/abs/2309.05062},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Ferrer-Sánchez, Antonio; Flores-Garrigos, Carlos; Hernani-Morales, Carlos; Orquín-Marqués, José J.; Hegade, Narendra N.; Cadavid, Alejandro Gomez; Montalban, Iraitz; Solano, Enrique; Vives-Gilabert, Yolanda; Martín-Guerrero, José D.
Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation Miscellaneous
2023.
@misc{ferrersanchez2023physicsinformed,
title = {Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation},
author = {Antonio Ferrer-S\'{a}nchez and Carlos Flores-Garrigos and Carlos Hernani-Morales and Jos\'{e} J. Orqu\'{i}n-Marqu\'{e}s and Narendra N. Hegade and Alejandro Gomez Cadavid and Iraitz Montalban and Enrique Solano and Yolanda Vives-Gilabert and Jos\'{e} D. Mart\'{i}n-Guerrero},
url = {https://arxiv.org/abs/2309.04434},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Rodríguez-Jiménez, Jorge; Pellicer-Valero, Oscar J.
In: Psychological Medicine, vol. 53, no. 9, pp. 4298–4299, 2023.
@article{psymed2023,
title = {Trajectory curves of post-COVID anxiety/depressive symptoms and sleep quality in previously hospitalized COVID-19 survivors: the LONG-COVID-EXP-CM multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Jorge Rodr\'{i}guez-Jim\'{e}nez and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1017/S003329172200006X},
doi = {10.1017/S003329172200006X},
year = {2023},
date = {2023-01-01},
journal = {Psychological Medicine},
volume = {53},
number = {9},
pages = {4298\textendash4299},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Valera-Calero, Juan Antonio; Arendt-Nielsen, Lars; Martín-Guerrero, José D; Cigarán-Méndez, Margarita; Navarro-Pardo, Esperanza; Pellicer-Valero, Oscar J
In: Pain Medicine, vol. 24, no. 7, pp. 881-889, 2023, ISSN: 1526-4637.
@article{10.1093/pm/pnac206,
title = {Clustering analysis identifies two subgroups of women with fibromyalgia with different psychological, cognitive, health-related, and physical features but similar widespread pressure pain sensitivity},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Juan Antonio Valera-Calero and Lars Arendt-Nielsen and Jos\'{e} D Mart\'{i}n-Guerrero and Margarita Cigar\'{a}n-M\'{e}ndez and Esperanza Navarro-Pardo and Oscar J Pellicer-Valero},
url = {https://doi.org/10.1093/pm/pnac206},
doi = {10.1093/pm/pnac206},
issn = {1526-4637},
year = {2023},
date = {2023-01-01},
journal = {Pain Medicine},
volume = {24},
number = {7},
pages = {881-889},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ding, Yongcheng; Martín-Guerrero, José D.; Vives-Gilabert, Yolanda; Chen, Xi
Active Learning in Physics: From 101, to Progress, and Perspective Miscellaneous
2023.
@misc{ding2023active,
title = {Active Learning in Physics: From 101, to Progress, and Perspective},
author = {Yongcheng Ding and Jos\'{e} D. Mart\'{i}n-Guerrero and Yolanda Vives-Gilabert and Xi Chen},
url = {https://arxiv.org/abs/2307.03899},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Pellicer-Valero, Oscar J.; Rupérez-Moreno, María José; González-Pérez, Víctor; Martín-Guerrero, José D.
Deep learning contributions for reducing the complexity of prostate biomechanical models Book Section
In: Reduced Order Models for the Biomechanics of Living Organs, pp. 271-292, Elsevier, 2023.
@incollection{book_chapter_prostateGRECCUPU-116912,
title = {Deep learning contributions for reducing the complexity of prostate biomechanical models},
author = {Oscar J. Pellicer-Valero and Mar\'{i}a Jos\'{e} Rup\'{e}rez-Moreno and V\'{i}ctor Gonz\'{a}lez-P\'{e}rez and Jos\'{e} D. Mart\'{i}n-Guerrero},
year = {2023},
date = {2023-01-01},
booktitle = {Reduced Order Models for the Biomechanics of Living Organs},
pages = {271-292},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Fernández-de-las-Peñas, César; Cancela-Cilleruelo, Ignacio; Rodríguez-Jiménez, Jorge; Fuensalida-Novo, Stella; Martín-Guerrero, José D.; Pellicer-Valero, Oscar J.; de-la-Llave-Rincón, Ana I.
In: Biomedicines, vol. 11, no. 7, 2023, ISSN: 2227-9059.
@article{biomedicines11071863,
title = {Trajectory of Post-COVID Self-Reported Fatigue and Dyspnoea in Individuals Who Had Been Hospitalized by COVID-19: The LONG-COVID-EXP Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ignacio Cancela-Cilleruelo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Stella Fuensalida-Novo and Jos\'{e} D. Mart\'{i}n-Guerrero and Oscar J. Pellicer-Valero and Ana I. de-la-Llave-Rinc\'{o}n},
url = {https://doi.org/10.3390/biomedicines11071863},
doi = {10.3390/biomedicines11071863},
issn = {2227-9059},
year = {2023},
date = {2023-01-01},
journal = {Biomedicines},
volume = {11},
number = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Ortega-Santiago, Ricardo; Cancela-Cilleruelo, Ignacio; Rodríguez-Jiménez, Jorge; Fuensalida-Novo, Stella; Martín-Guerrero, José D.; Pellicer-Valero, Óscar J.; Cigarán-Méndez, Margarita
In: Journal of Clinical Medicine, vol. 12, no. 13, 2023, ISSN: 2077-0383.
@article{jcm12134391,
title = {Prevalence of Self-Reported Anosmia and Ageusia in Elderly Patients Who Had Been Previously Hospitalized by SARS-CoV-2: The LONG-COVID-EXP Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ricardo Ortega-Santiago and Ignacio Cancela-Cilleruelo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Stella Fuensalida-Novo and Jos\'{e} D. Mart\'{i}n-Guerrero and \'{O}scar J. Pellicer-Valero and Margarita Cigar\'{a}n-M\'{e}ndez},
url = {https://doi.org/10.3390/jcm12134391},
doi = {10.3390/jcm12134391},
issn = {2077-0383},
year = {2023},
date = {2023-01-01},
journal = {Journal of Clinical Medicine},
volume = {12},
number = {13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ferrer-Sánchez, Antonio; D., Martín-Guerrero José; de Austri, Roberto Ruiz; Torres-Forné, Alejandro; Font, José A.
Gradient-Annihilated PINNs for Solving Riemann Problems: Application to Relativistic Hydrodynamics Miscellaneous
2023.
@misc{antonio2023gradientannihilated,
title = {Gradient-Annihilated PINNs for Solving Riemann Problems: Application to Relativistic Hydrodynamics},
author = {Antonio Ferrer-S\'{a}nchez and Mart\'{i}n-Guerrero Jos\'{e} D. and Roberto Ruiz de Austri and Alejandro Torres-Forn\'{e} and Jos\'{e} A. Font},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Bonetti, Andrea; Martínez-Sober, Marcelino; Torres, Julio C.; Vega, Jose M.; Pellerin, Sebastien; Vila-Francés, Joan
Comparison between Machine Learning and Deep Learning Approaches for the Detection of Toxic Comments on Social Networks Journal Article
In: Applied Sciences, vol. 13, no. 10, 2023, ISSN: 2076-3417.
@article{app13106038,
title = {Comparison between Machine Learning and Deep Learning Approaches for the Detection of Toxic Comments on Social Networks},
author = {Andrea Bonetti and Marcelino Mart\'{i}nez-Sober and Julio C. Torres and Jose M. Vega and Sebastien Pellerin and Joan Vila-Franc\'{e}s},
url = {https://www.mdpi.com/2076-3417/13/10/6038},
doi = {10.3390/app13106038},
issn = {2076-3417},
year = {2023},
date = {2023-01-01},
journal = {Applied Sciences},
volume = {13},
number = {10},
abstract = {The way we communicate has been revolutionised by the widespread use of social networks. Any kind of online message can reach anyone in the world almost instantly. The speed with which information spreads is undoubtedly the strength of social networks, but at the same time, any user of these platforms can see how toxic messages spread in parallel with likes, comments and ratings about any person or entity. In such cases, the victim feels even more helpless and defenceless as a result of the rapid spread. For this reason, we have implemented an automatic detector of toxic messages on social media. This allows us to stop toxicity in its tracks and protect victims. In particular, the aim of the survey is to demonstrate how traditional Machine Learning methods of Natural Language Processing (NLP) work on equal terms with Deep Learning methods represented by a Transformer architecture and characterised by a higher computational cost. In particular, the paper describes the results obtained by testing different supervised Machine Learning classifiers (Logistic Regression, Random Forest and Support Vector Machine) combined with two topic-modelling techniques of NLP, (Latent Semantic Analysis and Latent Dirichlet Allocation). A pre-trained Transformer named BERTweet was also tested. All models performed well in this task, so much so that values close to or above 90% were achieved in terms of the F1 score evaluation metric. The best result achieved by Transformer BERTweet, 91.40%, was therefore not impressive in this context, as the performance gains are too small compared to the computational overhead.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Torres-Macho, Juan; Guijarro, Carlos; Martín-Guerrero, José D.; Pellicer-Valero, Oscar J.; Plaza-Manzano, Gustavo
Trajectory of Gastrointestinal Symptoms in Previously Hospitalized COVID-19 Survivors: The Long COVID Experience Multicenter Study Journal Article
In: Viruses, vol. 15, no. 5, 2023, ISSN: 1999-4915.
@article{v15051134,
title = {Trajectory of Gastrointestinal Symptoms in Previously Hospitalized COVID-19 Survivors: The Long COVID Experience Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Juan Torres-Macho and Carlos Guijarro and Jos\'{e} D. Mart\'{i}n-Guerrero and Oscar J. Pellicer-Valero and Gustavo Plaza-Manzano},
url = {https://doi.org/10.3390/v15051134},
doi = {10.3390/v15051134},
issn = {1999-4915},
year = {2023},
date = {2023-01-01},
journal = {Viruses},
volume = {15},
number = {5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Rodríguez-Jiménez, Jorge; Pellicer-Valero, Oscar J.; Martín-Guerrero, José D.; Arendt-Nielsen, Lars
Exploring the trajectory curve of long-term musculoskeletal post-COVID pain symptoms in hospitalized COVID-19 survivors: a multicenter study Journal Article
In: PAIN, vol. 164, no. 2, 2023, ISBN: 0304-3959.
@article{pain2023_muskulosek,
title = {Exploring the trajectory curve of long-term musculoskeletal post-COVID pain symptoms in hospitalized COVID-19 survivors: a multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Jorge Rodr\'{i}guez-Jim\'{e}nez and Oscar J. Pellicer-Valero and Jos\'{e} D. Mart\'{i}n-Guerrero and Lars Arendt-Nielsen},
url = {https://doi.org/10.1097/j.pain.0000000000002718},
isbn = {0304-3959},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {PAIN},
volume = {164},
number = {2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ding, Yongcheng; Gonzalez-Conde, Javier; Lamata, Lucas; Martín-Guerrero, José D.; Lizaso, Enrique; Mugel, Samuel; Chen, Xi; Orús, Román; Solano, Enrique; Sanz, Mikel
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer Journal Article
In: Entropy, vol. 25, no. 2, 2023, ISSN: 1099-4300.
@article{entropy_financial_crash2023,
title = {Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer},
author = {Yongcheng Ding and Javier Gonzalez-Conde and Lucas Lamata and Jos\'{e} D. Mart\'{i}n-Guerrero and Enrique Lizaso and Samuel Mugel and Xi Chen and Rom\'{a}n Or\'{u}s and Enrique Solano and Mikel Sanz},
url = {https://doi.org/10.3390/e25020323},
doi = {10.3390/e25020323},
issn = {1099-4300},
year = {2023},
date = {2023-01-01},
journal = {Entropy},
volume = {25},
number = {2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Cancela-Cilleruelo, Ignacio; Rodríguez-Jiménez, Jorge; Moro-López-Menchero, Paloma; Pellicer-Valero, Oscar J.
In: Journal of Neurology, vol. 269, no. 9, pp. 4613–4617, 2022, ISBN: 1432-1459.
@article{neurocovid,
title = {Exploring trajectory recovery curves of post-COVID cognitive symptoms in previously hospitalized COVID-19 survivors: the LONG-COVID-EXP-CM multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Ignacio Cancela-Cilleruelo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Paloma Moro-L\'{o}pez-Menchero and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1007/s00415-022-11176-x},
doi = {10.1007/s00415-022-11176-x},
isbn = {1432-1459},
year = {2022},
date = {2022-09-01},
journal = {Journal of Neurology},
volume = {269},
number = {9},
pages = {4613--4617},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Pellicer-Valero, Oscar J.
Exploring Trajectory Curves from Loss of Smell and Taste in Previously Hospitalized COVID-19 Survivors: the LONG-COVID-EXP-CM Multicenter Study Journal Article
In: Journal of General Internal Medicine, vol. 37, no. 7, pp. 1821–1823, 2022, ISBN: 1525-1497.
@article{covid-smell-taste2022,
title = {Exploring Trajectory Curves from Loss of Smell and Taste in Previously Hospitalized COVID-19 Survivors: the LONG-COVID-EXP-CM Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Esperanza Navarro-Pardo and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1007/s11606-022-07459-8},
doi = {10.1007/s11606-022-07459-8},
isbn = {1525-1497},
year = {2022},
date = {2022-05-01},
journal = {Journal of General Internal Medicine},
volume = {37},
number = {7},
pages = {1821--1823},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sánchez-Ortí, Joan Vicent; Balanzá-Martínez, Vicent; Correa-Ghisays, Patricia; Selva-Vera, Gabriel; Vila-Francés, Joan; Magdalena-Benedito, Rafael; San-Martin, Constanza; Victor, Víctor M.; Escribano-Lopez, Irene; Hernández-Mijares, Antonio; Vivas-Lalinde, Juliana; Crespo-Facorro, Benedicto; Tabarés-Seisdedos, Rafael
In: Acta Psychiatrica Scandinavica, vol. n/a, no. n/a, 2022.
@article{https://doi.org/10.1111/acps.13433,
title = {Specific metabolic syndrome components predict cognition and social functioning in people with type 2 diabetes mellitus and severe mental disorders},
author = {Joan Vicent S\'{a}nchez-Ort\'{i} and Vicent Balanz\'{a}-Mart\'{i}nez and Patricia Correa-Ghisays and Gabriel Selva-Vera and Joan Vila-Franc\'{e}s and Rafael Magdalena-Benedito and Constanza San-Martin and V\'{i}ctor M. Victor and Irene Escribano-Lopez and Antonio Hern\'{a}ndez-Mijares and Juliana Vivas-Lalinde and Benedicto Crespo-Facorro and Rafael Tabar\'{e}s-Seisdedos},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/acps.13433},
doi = {https://doi.org/10.1111/acps.13433},
year = {2022},
date = {2022-04-13},
journal = {Acta Psychiatrica Scandinavica},
volume = {n/a},
number = {n/a},
abstract = {Abstract Objective Obesity and metabolic diseases such as metabolic syndrome (MetS) are more prevalent in people with type 2 diabetes mellitus (T2DM), major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia (SZ). MetS components might be associated with neurocognitive and functional impairments in these individuals. The predictive and discriminatory validity of MetS and its components regarding those outcomes were assessed from prospective and transdiagnostic perspectives. Methods Metabolic syndrome components and neurocognitive and social functioning were assessed in 165 subjects, including 30 with SZ, 42 with BD, 35 with MDD, 30 with T2DM, and 28 healthy controls (HCs). A posteriori, individuals were classified into two groups. The MetS group consisted of those who met at least three of the following criteria: abdominal obesity (AO), elevated triglycerides (TG), reduced high-density lipoprotein cholesterol (HDL), elevated blood pressure (BP), and elevated fasting glucose (FPG); the remaining participants comprised the No-MetS group. Mixed one-way analysis of covariance and linear and binary logistic regression analyses were performed. Results Cognitive impairment was significantly greater in the MetS group (n = 82) than in the No-MetS group (n = 83), with small effect sizes (p \< 0.05; η²p = 0.02 \textendash 0.03). In both groups, the most robust associations between MetS components and neurocognitive and social functioning were observed with TG and FPG (p \< 0.05). There was also evidence for a significant relationship between cognition and BP in the MetS group (p \< 0.05). The combination of TG, FPG, elevated systolic BP and HDL best classified individuals with greater cognitive impairment (p \< 0.001), and TG was the most accurate (p \< 0.0001). Conclusions Specific MetS components are significantly associated with cognitive impairment across somatic and psychiatric disorders. Our findings provide further evidence on the summative effect of MetS components to predict cognition and social functioning and allow the identification of individuals with worse outcomes. Transdiagnostic, lifestyle-based therapeutic interventions targeted at that group hold the potential to improve health outcomes.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ai, Ming-Zhong; Ding, Yongcheng; Ban, Yue; Martín-Guerrero, José D.; Casanova, Jorge; Cui, Jin-Ming; Huang, Yun-Feng; Chen, Xi; Li, Chuan-Feng; Guo, Guang-Can
Experimentally realizing efficient quantum control with reinforcement learning Journal Article
In: Science China Physics, Mechanics & Astronomy, vol. 65, no. 5, pp. 250312, 2022, ISBN: 1869-1927.
@article{STA_experimental2022,
title = {Experimentally realizing efficient quantum control with reinforcement learning},
author = {Ming-Zhong Ai and Yongcheng Ding and Yue Ban and Jos\'{e} D. Mart\'{i}n-Guerrero and Jorge Casanova and Jin-Ming Cui and Yun-Feng Huang and Xi Chen and Chuan-Feng Li and Guang-Can Guo},
url = {https://doi.org/10.1007/s11433-021-1841-2},
doi = {10.1007/s11433-021-1841-2},
isbn = {1869-1927},
year = {2022},
date = {2022-03-10},
urldate = {2022-03-10},
journal = {Science China Physics, Mechanics \& Astronomy},
volume = {65},
number = {5},
pages = {250312},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ding, Yongcheng; Martín-Guerrero, José D.; Song, Yujing; Magdalena-Benedicto, Rafael; Chen, Xi
Active learning for the optimal design of multinomial classification in physics Journal Article
In: Phys. Rev. Research, vol. 4, iss. 1, pp. 013213, 2022.
@article{PhysRevResearch.4.013213,
title = {Active learning for the optimal design of multinomial classification in physics},
author = {Yongcheng Ding and Jos\'{e} D. Mart\'{i}n-Guerrero and Yujing Song and Rafael Magdalena-Benedicto and Xi Chen},
url = {https://doi.org/10.1103/PhysRevResearch.4.013213},
doi = {10.1103/PhysRevResearch.4.013213},
year = {2022},
date = {2022-03-01},
journal = {Phys. Rev. Research},
volume = {4},
issue = {1},
pages = {013213},
publisher = {American Physical Society},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José; Navarro-Pardo, Esperanza; Torres-Macho, Juan; Canto-Diez, MªGabriela; Pellicer-Valero, Oscar
Gastrointestinal symptoms at the acute COVID-19 phase are risk factors for developing gastrointestinal post-COVID symptoms: a multicenter study Journal Article
In: Internal and Emergency Medicine, vol. 17, no. 2, pp. 583–586, 2022, ISBN: 1970-9366.
@article{cite-keyiem,
title = {Gastrointestinal symptoms at the acute COVID-19 phase are risk factors for developing gastrointestinal post-COVID symptoms: a multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} Mart\'{i}n-Guerrero and Esperanza Navarro-Pardo and Juan Torres-Macho and MªGabriela Canto-Diez and Oscar Pellicer-Valero},
url = {https://doi.org/10.1007/s11739-021-02850-5},
doi = {10.1007/s11739-021-02850-5},
isbn = {1970-9366},
year = {2022},
date = {2022-03-01},
journal = {Internal and Emergency Medicine},
volume = {17},
number = {2},
pages = {583--586},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Pellicer-Valero, Oscar J.; Jiménez, José L. Marenco; Gonzalez-Perez, Victor; Ramón-Borja, Juan Luis Casanova; García, Isabel Martín; Benito, María Barrios; Gómez, Paula Pelechano; Rubio-Briones, José; Rupérez, María José; Martín-Guerrero, José D.
In: Scientific Reports, vol. 12, no. 1, pp. 2975, 2022, ISBN: 2045-2322.
@article{sr_pellicer,
title = {Deep learning for fully automatic detection, segmentation, and Gleason grade estimation of prostate cancer in multiparametric magnetic resonance images},
author = {Oscar J. Pellicer-Valero and Jos\'{e} L. Marenco Jim\'{e}nez and Victor Gonzalez-Perez and Juan Luis Casanova Ram\'{o}n-Borja and Isabel Mart\'{i}n Garc\'{i}a and Mar\'{i}a Barrios Benito and Paula Pelechano G\'{o}mez and Jos\'{e} Rubio-Briones and Mar\'{i}a Jos\'{e} Rup\'{e}rez and Jos\'{e} D. Mart\'{i}n-Guerrero},
url = {https://doi.org/10.1038/s41598-022-06730-6},
isbn = {2045-2322},
year = {2022},
date = {2022-02-22},
urldate = {2022-02-22},
journal = {Scientific Reports},
volume = {12},
number = {1},
pages = {2975},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Harvat, Mykola; Martín-Guerrero, José D.
Memory degradation induced by attention in recurrent neural architectures Journal Article
In: Neurocomputing, vol. 502, pp. 161-176, 2022, ISSN: 0925-2312.
@article{HARVAT2022161,
title = {Memory degradation induced by attention in recurrent neural architectures},
author = {Mykola Harvat and Jos\'{e} D. Mart\'{i}n-Guerrero},
url = {https://www.sciencedirect.com/science/article/pii/S0925231222007858},
doi = {https://doi.org/10.1016/j.neucom.2022.06.056},
issn = {0925-2312},
year = {2022},
date = {2022-01-01},
journal = {Neurocomputing},
volume = {502},
pages = {161-176},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Garés-Caballer, Marta; Sánchez-Ortí, Joan Vicent; Correa-Ghisays, Patricia; Balanzá-Martínez, Vicent; Selva-Vera, Gabriel; Vila-Francés, Joan; Magdalena-Benedito, Rafael; San-Martin, Constanza; Victor, Victor M.; Escribano-Lopez, Irene; Hernandez-Mijares, Antonio; Vivas-Lalinde, Juliana; Vieta, Eduard; Leza, Juan C.; Tabarés-Seisdedos, Rafael
In: Frontiers in Neurology, vol. 13, 2022, ISSN: 1664-2295.
@article{10.3389/fneur.2022.883927b,
title = {Immune\textendashInflammatory Biomarkers Predict Cognition and Social Functioning in Patients With Type 2 Diabetes Mellitus, Major Depressive Disorder, Bipolar Disorder, and Schizophrenia: A 1-Year Follow-Up Study},
author = {Marta Gar\'{e}s-Caballer and Joan Vicent S\'{a}nchez-Ort\'{i} and Patricia Correa-Ghisays and Vicent Balanz\'{a}-Mart\'{i}nez and Gabriel Selva-Vera and Joan Vila-Franc\'{e}s and Rafael Magdalena-Benedito and Constanza San-Martin and Victor M. Victor and Irene Escribano-Lopez and Antonio Hernandez-Mijares and Juliana Vivas-Lalinde and Eduard Vieta and Juan C. Leza and Rafael Tabar\'{e}s-Seisdedos},
url = {https://www.frontiersin.org/articles/10.3389/fneur.2022.883927},
doi = {10.3389/fneur.2022.883927},
issn = {1664-2295},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in Neurology},
volume = {13},
abstract = {\<sec\>BackgroundSystemic, low-grade immune\textendashinflammatory activity, together with social and neurocognitive performance deficits are a transdiagnostic trait of people suffering from type 2 diabetes mellitus (T2DM) and severe mental illnesses (SMIs), such as schizophrenia (SZ), major depressive disorder (MDD), and bipolar disorder (BD). We aimed to determine if immune\textendashinflammatory mediators were significantly altered in people with SMIs or T2DM compared with healthy controls (HC) and whether these biomarkers could help predict their cognition and social functioning 1 year after assessment.\</sec\>\<sec\>MethodsWe performed a prospective, 1-year follow-up cohort study with 165 participants at baseline (TB), including 30 with SZ, 42 with BD, 35 with MDD, 30 with T2DM, and 28 HC; and 125 at 1-year follow-up (TY), and determined executive domain (ED), global social functioning score (GSFS), and peripheral blood immune\textendashinflammatory and oxidative stress biomarkers.\</sec\>\<sec\>ResultsParticipants with SMIs and T2DM showed increased peripheral levels of inflammatory markers, such as interleukin-10 (p \< 0.01; η^{2}p = 0.07) and tumor necrosis factor-α (p \< 0.05; η^{2}p = 0.08); and oxidative stress biomarkers, such as reactive oxygen species (ROS) (p \< 0.05; η^{2}p = 0.07) and mitochondrial ROS (p \< 0.01; η^{2}p = 0.08). The different combinations of the exposed biomarkers anticipated 46\textendash57.3% of the total ED and 23.8\textendash35.7% of GSFS for the participants with SMIs.\</sec\>\<sec\>LimitationsParticipants' treatment, as usual, was continued without no specific interventions; thus, it was difficult to anticipate substantial changes related to the psychopharmacological pattern.\</sec\>\<sec\>ConclusionPeople with SMIs show significantly increased levels of peripheral immune\textendashinflammatory biomarkers, which may contribute to the neurocognitive and social deficits observed in SMIs, T2DM, and other diseases with systemic immune\textendashinflammatory activation of chronic development. These parameters could help identify the subset of patients who could benefit from immune\textendashinflammatory modulator strategies to ameliorate their functional outcomes.\</sec\>},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Wang, Rui; Hernani-Morales, Carlos; Martín-Guerrero, José D; Solano, Enrique; Albarrán-Arriagada, Francisco
Quantum pattern recognition in photonic circuits Journal Article
In: Quantum Science and Technology, vol. 7, no. 1, pp. 015010, 2022.
@article{Wang_2022,
title = {Quantum pattern recognition in photonic circuits},
author = {Rui Wang and Carlos Hernani-Morales and Jos\'{e} D Mart\'{i}n-Guerrero and Enrique Solano and Francisco Albarr\'{a}n-Arriagada},
url = {https://doi.org/10.1088/2058-9565/ac3460},
doi = {10.1088/2058-9565/ac3460},
year = {2022},
date = {2022-01-01},
journal = {Quantum Science and Technology},
volume = {7},
number = {1},
pages = {015010},
publisher = {IOP Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Martín-Guerrero, José D.; Lamata, Lucas
Quantum Machine Learning: A tutorial Journal Article
In: Neurocomputing, vol. 470, pp. 457-461, 2022, ISSN: 0925-2312.
@article{MARTINGUERRERO2022457,
title = {Quantum Machine Learning: A tutorial},
author = {Jos\'{e} D. Mart\'{i}n-Guerrero and Lucas Lamata},
url = {https://doi.org/10.1016/j.neucom.2021.02.102},
issn = {0925-2312},
year = {2022},
date = {2022-01-01},
journal = {Neurocomputing},
volume = {470},
pages = {457-461},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Vellido, Alfredo; Lisboa, Paulo J. G.; Martín, José D.
The Need for Interpretable and Explainable Deep Learning in Medicine and Healthcare Book Section
In: Bacciu, Paulo J. G. Lisboa Davide; Vellido, Alfredo (Ed.): Deep Learning in Biology and Medicine, pp. 247-264, World Scientific (Europe), 2022.
@incollection{bkch:lisboa2022,
title = {The Need for Interpretable and Explainable Deep Learning in Medicine and Healthcare},
author = {Alfredo Vellido and Paulo J. G. Lisboa and Jos\'{e} D. Mart\'{i}n},
editor = {Paulo J. G. Lisboa Davide Bacciu and Alfredo Vellido},
url = {https://doi.org/10.1142/q0322},
year = {2022},
date = {2022-01-01},
booktitle = {Deep Learning in Biology and Medicine},
pages = {247-264},
publisher = {World Scientific (Europe)},
chapter = {8},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Correa-Ghisays, Patricia; Sánchez-Ortí, Joan Vicent; Balanzá-Martínez, Vicent; Selva-Vera, Gabriel; Vila-Francés, Joan; Magdalena-Benedito, Rafael; Victor, Victor M.; Escribano-López, Irene; Hernández-Mijares, Antonio; Vivas-Lalinde, Juliana; San-Martín, Constanza; Crespo-Facorro, Benedicto; Tabarés-Seisdedos, Rafael
In: Journal of Affective Disorders, vol. 300, pp. 99-108, 2022, ISSN: 0165-0327.
@article{CORREAGHISAYS202299,
title = {Transdiagnostic neurocognitive deficits in patients with type 2 diabetes mellitus, major depressive disorder, bipolar disorder, and schizophrenia: A 1-year follow-up study},
author = {Patricia Correa-Ghisays and Joan Vicent S\'{a}nchez-Ort\'{i} and Vicent Balanz\'{a}-Mart\'{i}nez and Gabriel Selva-Vera and Joan Vila-Franc\'{e}s and Rafael Magdalena-Benedito and Victor M. Victor and Irene Escribano-L\'{o}pez and Antonio Hern\'{a}ndez-Mijares and Juliana Vivas-Lalinde and Constanza San-Mart\'{i}n and Benedicto Crespo-Facorro and Rafael Tabar\'{e}s-Seisdedos},
url = {https://www.sciencedirect.com/science/article/pii/S0165032721014014},
doi = {https://doi.org/10.1016/j.jad.2021.12.074},
issn = {0165-0327},
year = {2022},
date = {2022-01-01},
journal = {Journal of Affective Disorders},
volume = {300},
pages = {99-108},
abstract = {Background
Neurocognition impairments are critical factors in patients with major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia (SZ), and also in those with somatic diseases such as type 2 diabetes mellitus (T2DM). Intriguingly, these severe mental illnesses are associated with an increased co-occurrence of diabetes (direct comorbidity). This study sought to investigate the neurocognition and social functioning across T2DM, MDD, BD, and SZ using a transdiagnostic and longitudinal approach.
Methods
A total of 165 participants, including 30 with SZ, 42 with BD, 35 with MDD, 30 with T2DM, and 28 healthy controls (HC), were assessed twice at a 1-year interval using a comprehensive, integrated test battery on neuropsychological and social functioning.
Results Common neurocognitive impairments in somatic and psychiatric disorders were identified, including deficits in short-term memory and cognitive reserve (p \< 0.01, η²p=0.08\textendash0.31). Social functioning impairments were observed in almost all the disorders (p \< 0.0001; η²p=0.29\textendash0.49). Transdiagnostic deficits remained stable across the 1-year follow-up (p \< 0.001; η²p=0.13\textendash0.43) and could accurately differentiate individuals with somatic and psychiatric disorders (χ² = 48.0, p \< 0.0001).
Limitations
The initial sample size was small, and high experimental mortality was observed after follow-up for one year.
Conclusions
This longitudinal study provides evidence of some possible overlap in neurocognition deficits across somatic and psychiatric diagnostic categories, such as T2DM, MDD, BD, and SZ, which have high comorbidity. This overlap may be a result of shared genetic and environmental etiological factors. The findings open promising avenues for research on transdiagnostic phenotypes of neurocognition in these disorders, in addition to their biological bases.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Neurocognition impairments are critical factors in patients with major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia (SZ), and also in those with somatic diseases such as type 2 diabetes mellitus (T2DM). Intriguingly, these severe mental illnesses are associated with an increased co-occurrence of diabetes (direct comorbidity). This study sought to investigate the neurocognition and social functioning across T2DM, MDD, BD, and SZ using a transdiagnostic and longitudinal approach.
Methods
A total of 165 participants, including 30 with SZ, 42 with BD, 35 with MDD, 30 with T2DM, and 28 healthy controls (HC), were assessed twice at a 1-year interval using a comprehensive, integrated test battery on neuropsychological and social functioning.
Results Common neurocognitive impairments in somatic and psychiatric disorders were identified, including deficits in short-term memory and cognitive reserve (p < 0.01, η²p=0.08–0.31). Social functioning impairments were observed in almost all the disorders (p < 0.0001; η²p=0.29–0.49). Transdiagnostic deficits remained stable across the 1-year follow-up (p < 0.001; η²p=0.13–0.43) and could accurately differentiate individuals with somatic and psychiatric disorders (χ² = 48.0, p < 0.0001).
Limitations
The initial sample size was small, and high experimental mortality was observed after follow-up for one year.
Conclusions
This longitudinal study provides evidence of some possible overlap in neurocognition deficits across somatic and psychiatric diagnostic categories, such as T2DM, MDD, BD, and SZ, which have high comorbidity. This overlap may be a result of shared genetic and environmental etiological factors. The findings open promising avenues for research on transdiagnostic phenotypes of neurocognition in these disorders, in addition to their biological bases.
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Pellicer-Valero, Óscar J.; Navarro-Pardo, Esperanza; Gómez-Mayordomo, Víctor; Cuadrado, María L.; Arias-Navalón, José A.; Cigarán-Méndez, Margarita; Hernández-Barrera, Valentín; Arendt-Nielsen, Lars
In: Journal of Clinical Medicine, vol. 11, no. 2, 2022, ISSN: 2077-0383.
@article{jcm11020413,
title = {Female Sex Is a Risk Factor Associated with Long-Term Post-COVID Related-Symptoms but Not with COVID-19 Symptoms: The LONG-COVID-EXP-CM Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and \'{O}scar J. Pellicer-Valero and Esperanza Navarro-Pardo and V\'{i}ctor G\'{o}mez-Mayordomo and Mar\'{i}a L. Cuadrado and Jos\'{e} A. Arias-Naval\'{o}n and Margarita Cigar\'{a}n-M\'{e}ndez and Valent\'{i}n Hern\'{a}ndez-Barrera and Lars Arendt-Nielsen},
url = {https://www.mdpi.com/2077-0383/11/2/413},
doi = {10.3390/jcm11020413},
issn = {2077-0383},
year = {2022},
date = {2022-01-01},
journal = {Journal of Clinical Medicine},
volume = {11},
number = {2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Pellicer-Valero, Óscar J.; Massaro, Giampiero A.; Casanova, Alfredo G.; Paniagua-Sancho, María; Fuentes-Calvo, Isabel; Harvat, Mykola; Martín-Guerrero, José D.; Martínez-Salgado, Carlos; López-Hernández, Francisco J.
Neural Network-Based Calculator for Rat Glomerular Filtration Rate Journal Article
In: Biomedicines, vol. 10, no. 3, 2022, ISSN: 2227-9059.
@article{biomedicines10030610,
title = {Neural Network-Based Calculator for Rat Glomerular Filtration Rate},
author = {\'{O}scar J. Pellicer-Valero and Giampiero A. Massaro and Alfredo G. Casanova and Mar\'{i}a Paniagua-Sancho and Isabel Fuentes-Calvo and Mykola Harvat and Jos\'{e} D. Mart\'{i}n-Guerrero and Carlos Mart\'{i}nez-Salgado and Francisco J. L\'{o}pez-Hern\'{a}ndez},
url = {https://www.doi.org/10.3390/biomedicines10030610},
issn = {2227-9059},
year = {2022},
date = {2022-01-01},
journal = {Biomedicines},
volume = {10},
number = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Rodríguez-Jiménez, Jorge; Cancela-Cilleruelo, Ignacio; Guerrero-Peral, Angel; Martín-Guerrero, José D.; García-Azorín, David; Cornejo-Mazzuchelli, Ana; Hernández-Barrera, Valentín; Pellicer-Valero, Oscar J.
Post–COVID-19 Symptoms 2 Years After SARS-CoV-2 Infection Among Hospitalized vs Nonhospitalized Patients Journal Article
In: JAMA Network Open, vol. 5, no. 11, pp. e2242106-e2242106, 2022, ISSN: 2574-3805.
@article{10.1001/jamanetworkopen.2022.42106,
title = {Post\textendashCOVID-19 Symptoms 2 Years After SARS-CoV-2 Infection Among Hospitalized vs Nonhospitalized Patients},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jorge Rodr\'{i}guez-Jim\'{e}nez and Ignacio Cancela-Cilleruelo and Angel Guerrero-Peral and Jos\'{e} D. Mart\'{i}n-Guerrero and David Garc\'{i}a-Azor\'{i}n and Ana Cornejo-Mazzuchelli and Valent\'{i}n Hern\'{a}ndez-Barrera and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1001/jamanetworkopen.2022.42106},
doi = {10.1001/jamanetworkopen.2022.42106},
issn = {2574-3805},
year = {2022},
date = {2022-01-01},
journal = {JAMA Network Open},
volume = {5},
number = {11},
pages = {e2242106-e2242106},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Cuadrado, Maria L.; Gómez-Mayordomo, Victor; Torres-Macho, Juan; Pellicer-Valero, Oscar J.; Martín-Guerrero, José D.; Arendt-Nielsen, Lars
In: Headache: The Journal of Head and Face Pain, vol. 62, no. 9, pp. 1148-1152, 2022.
@article{https://doi.org/10.1111/head.14398,
title = {Headache as a COVID-19 onset symptom and post-COVID-19 symptom in hospitalized COVID-19 survivors infected with the Wuhan, Alpha, or Delta SARS-CoV-2 variants},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Maria L. Cuadrado and Victor G\'{o}mez-Mayordomo and Juan Torres-Macho and Oscar J. Pellicer-Valero and Jos\'{e} D. Mart\'{i}n-Guerrero and Lars Arendt-Nielsen},
url = {https://doi.org/10.1111/head.14398},
doi = {https://doi.org/10.1111/head.14398},
year = {2022},
date = {2022-01-01},
journal = {Headache: The Journal of Head and Face Pain},
volume = {62},
number = {9},
pages = {1148-1152},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Miranda, E. R.; Venkatesh, S.; Martín-Guerrero, J. D.; Hernani-Morales, C.; Lamata, L.; Solano, E.
An Approach to Interfacing the Brain with Quantum Computers: Practical Steps and Caveats Journal Article
In: International Journal Of Unconventional Computing, vol. 17, no. 3, pp. 159-171, 2022, ISSN: 1548-7199.
@article{\<LineBreak\>GRECWCUAR-623321,
title = {An Approach to Interfacing the Brain with Quantum Computers: Practical Steps and Caveats},
author = {E. R. Miranda and S. Venkatesh and J. D. Mart\'{i}n-Guerrero and C. Hernani-Morales and L. Lamata and E. Solano},
url = {https://www.oldcitypublishing.com/journals/ijuc-home/ijuc-issue-contents/ijuc-volume-17-number-3-2022-partial-issue/ijuc-17-3-p-159-171/},
issn = {1548-7199},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {International Journal Of Unconventional Computing},
volume = {17},
number = {3},
pages = {159-171},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Pellicer-Valero, Oscar J.; Navarro-Pardo, Esperanza; Palacios-Ceña, Domingo; Florencio, Lidiane L.; Guijarro, Carlos; Martín-Guerrero, José D.
In: International Journal of Infectious Diseases, vol. 116, pp. 241-244, 2022, ISSN: 1201-9712.
@article{FERNANDEZDELASPENAS2022241,
title = {Symptoms Experienced at the Acute Phase of SARS-CoV-2 Infection as Risk Factor of Long-term Post-COVID Symptoms: The LONG-COVID-EXP-CM Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Oscar J. Pellicer-Valero and Esperanza Navarro-Pardo and Domingo Palacios-Ce\~{n}a and Lidiane L. Florencio and Carlos Guijarro and Jos\'{e} D. Mart\'{i}n-Guerrero},
url = {https://doi.org/10.1016/j.ijid.2022.01.007},
issn = {1201-9712},
year = {2022},
date = {2022-01-01},
journal = {International Journal of Infectious Diseases},
volume = {116},
pages = {241-244},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Rodríguez-Jiménez, Jorge; Pellicer-Valero, Oscar J.
Exploring the trajectory recovery curve of the number of post-COVID Symptoms: The LONG-COVID-EXP-CM Multicenter Study Journal Article
In: International Journal of Infectious Diseases, vol. 117, pp. 201-203, 2022, ISSN: 1201-9712.
@article{FERNANDEZDELASPENAS2022201,
title = {Exploring the trajectory recovery curve of the number of post-COVID Symptoms: The LONG-COVID-EXP-CM Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Jorge Rodr\'{i}guez-Jim\'{e}nez and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1016/j.ijid.2022.02.010},
issn = {1201-9712},
year = {2022},
date = {2022-01-01},
journal = {International Journal of Infectious Diseases},
volume = {117},
pages = {201-203},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Rodríguez-Jiménez, Jorge; Pellicer-Valero, Oscar J.
In: Journal of Infection, vol. 84, no. 2, pp. 248-288, 2022, ISSN: 0163-4453.
@article{FERNANDEZDELASPENAS2022248,
title = {Post-COVID functional limitations on daily living activities are associated with symptoms experienced at the acute phase of SARS-CoV-2 infection and internal care unit admission: A multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Esperanza Navarro-Pardo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1016/j.jinf.2021.08.009},
issn = {0163-4453},
year = {2022},
date = {2022-01-01},
journal = {Journal of Infection},
volume = {84},
number = {2},
pages = {248-288},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Torres-Macho, Juan; Guijarro, Carlos; Pellicer-Valero, Oscar J.
In: Journal of Medical Virology, vol. 94, no. 7, pp. 2925-2927, 2022.
@article{https://doi.org/10.1002/jmv.27727,
title = {Exploring the recovery curve for gastrointestinal symptoms from the acute COVID-19 phase to long-term post-COVID: The LONG-COVID-EXP-CM Multicenter Study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Esperanza Navarro-Pardo and Juan Torres-Macho and Carlos Guijarro and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1002/jmv.27727},
year = {2022},
date = {2022-01-01},
journal = {Journal of Medical Virology},
volume = {94},
number = {7},
pages = {2925-2927},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Cancela-Cilleruelo, Ignacio; Rodríguez-Jiménez, Jorge; Gómez-Mayordomo, Victor; Pellicer-Valero, Oscar J.; Martín-Guerrero, José D.; Hernández-Barrera, Valentín; Arendt-Nielsen, Lars; Torres-Macho, Juan
Associated-Onset Symptoms and Post-COVID-19 Symptoms in Hospitalized COVID-19 Survivors Infected with Wuhan, Alpha or Delta SARS-CoV-2 Variant Journal Article
In: Pathogens, vol. 11, no. 7, 2022, ISSN: 2076-0817.
@article{pathogens11070725,
title = {Associated-Onset Symptoms and Post-COVID-19 Symptoms in Hospitalized COVID-19 Survivors Infected with Wuhan, Alpha or Delta SARS-CoV-2 Variant},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ignacio Cancela-Cilleruelo and Jorge Rodr\'{i}guez-Jim\'{e}nez and Victor G\'{o}mez-Mayordomo and Oscar J. Pellicer-Valero and Jos\'{e} D. Mart\'{i}n-Guerrero and Valent\'{i}n Hern\'{a}ndez-Barrera and Lars Arendt-Nielsen and Juan Torres-Macho},
url = {https://doi.org/10.3390/pathogens11070725},
doi = {10.3390/pathogens11070725},
issn = {2076-0817},
year = {2022},
date = {2022-01-01},
journal = {Pathogens},
volume = {11},
number = {7},
keywords = {},
pubstate = {published},
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}
Ferrer-Sánchez, Antonio; Bagan, Jose; Vila-Francés, Joan; Magdalena-Benedito, Rafael; Bagan-Debon, Leticia
Prediction of the risk of cancer and the grade of dysplasia in leukoplakia lesions using deep learning Journal Article
In: Oral Oncology, vol. 132, pp. 105967, 2022, ISSN: 1368-8375.
@article{FERRERSANCHEZ2022105967,
title = {Prediction of the risk of cancer and the grade of dysplasia in leukoplakia lesions using deep learning},
author = {Antonio Ferrer-S\'{a}nchez and Jose Bagan and Joan Vila-Franc\'{e}s and Rafael Magdalena-Benedito and Leticia Bagan-Debon},
url = {https://www.sciencedirect.com/science/article/pii/S1368837522002561},
doi = {https://doi.org/10.1016/j.oraloncology.2022.105967},
issn = {1368-8375},
year = {2022},
date = {2022-01-01},
journal = {Oral Oncology},
volume = {132},
pages = {105967},
abstract = {Objectives
To estimate the probability of malignancy of an oral leukoplakia lesion using Deep Learning, in terms of evolution to cancer and high-risk dysplasia.
Materials and Methods
A total of 261 oral leukoplakia lesions with a mean of 5.5 years follow-up were analysed from standard digital photographs. A deep learning pipeline composed by a U-Net based segmentation of the lesion followed by a multi-task CNN classifier was used to predict the malignant transformation and the risk of dysplasia of the lesion. An explainability heatmap is constructed using LIME in order to interpret the decision of the model for each output.
Results
A Dice coefficient of 0.561 was achieved on the segmentation task. For the prediction of a malignant transformation, the model provided a sensitivity of 1 with a specificity of 0.692. For the prediction of high-risk dysplasia, the model achieved a specificity of 0.740 and a sensitivity of 0.928.
Conclusion
The proposed model using deep learning can be a helpful tool for predicting the possible malignant evolution of oral leukoplakias. The generated heatmap provides a high confidence on the output of the model and enables its interpretability.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
To estimate the probability of malignancy of an oral leukoplakia lesion using Deep Learning, in terms of evolution to cancer and high-risk dysplasia.
Materials and Methods
A total of 261 oral leukoplakia lesions with a mean of 5.5 years follow-up were analysed from standard digital photographs. A deep learning pipeline composed by a U-Net based segmentation of the lesion followed by a multi-task CNN classifier was used to predict the malignant transformation and the risk of dysplasia of the lesion. An explainability heatmap is constructed using LIME in order to interpret the decision of the model for each output.
Results
A Dice coefficient of 0.561 was achieved on the segmentation task. For the prediction of a malignant transformation, the model provided a sensitivity of 1 with a specificity of 0.692. For the prediction of high-risk dysplasia, the model achieved a specificity of 0.740 and a sensitivity of 0.928.
Conclusion
The proposed model using deep learning can be a helpful tool for predicting the possible malignant evolution of oral leukoplakias. The generated heatmap provides a high confidence on the output of the model and enables its interpretability.
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Pellicer-Valero, Oscar J.
Exploring the recovery curve for long-term post-COVID dyspnea and fatigue Journal Article
In: European Journal of Internal Medicine, vol. 101, pp. 120-123, 2022, ISSN: 0953-6205.
@article{FERNANDEZDELASPENAS2022120,
title = {Exploring the recovery curve for long-term post-COVID dyspnea and fatigue},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1016/j.ejim.2022.03.036},
issn = {0953-6205},
year = {2022},
date = {2022-01-01},
journal = {European Journal of Internal Medicine},
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Fernández-de-las-Peñas, César; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Rodríguez-Jiménez, Jorge; Gómez-Mayordomo, Víctor; Torres-Macho, Juan; Pellicer-Valero, Oscar J.; Martín-Guerrero, José D.; Hernández-Barrera, Valentín; Arendt-Nielsen, Lars
In: Biomedicines, vol. 10, no. 8, 2022, ISSN: 2227-9059.
@article{biomedicines10081951,
title = {Prevalence of Musculoskeletal Post-COVID Pain in Hospitalized COVID-19 Survivors Depending on Infection with the Historical, Alpha or Delta SARS-CoV-2 Variant},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Jorge Rodr\'{i}guez-Jim\'{e}nez and V\'{i}ctor G\'{o}mez-Mayordomo and Juan Torres-Macho and Oscar J. Pellicer-Valero and Jos\'{e} D. Mart\'{i}n-Guerrero and Valent\'{i}n Hern\'{a}ndez-Barrera and Lars Arendt-Nielsen},
url = {https://doi.org/10.3390/biomedicines10081951},
doi = {10.3390/biomedicines10081951},
issn = {2227-9059},
year = {2022},
date = {2022-01-01},
journal = {Biomedicines},
volume = {10},
number = {8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Garés-Caballer, Marta; Sánchez-Ortí, Joan Vicent; Correa-Ghisays, Patricia; Balanzá-Martínez, Vicent; Selva-Vera, Gabriel; Vila-Francés, Joan; Magdalena-Benedito, Rafael; San-Martin, Constanza; Victor, Victor M.; Escribano-Lopez, Irene; Hernandez-Mijares, Antonio; Vivas-Lalinde, Juliana; Vieta, Eduard; Leza, Juan C.; Tabarés-Seisdedos, Rafael
Immune--Inflammatory Biomarkers Predict Cognition and Social Functioning in Patients With Type 2 Diabetes Mellitus, Major Depressive Disorder, Bipolar Disorder, and Schizophrenia: A 1-Year Follow-Up Study Journal Article
In: Frontiers in Neurology, vol. 13, 2022.
@article{10.3389/fneur.2022.883927,
title = {Immune--Inflammatory Biomarkers Predict Cognition and Social Functioning in Patients With Type 2 Diabetes Mellitus, Major Depressive Disorder, Bipolar Disorder, and Schizophrenia: A 1-Year Follow-Up Study},
author = {Marta Gar\'{e}s-Caballer and Joan Vicent S\'{a}nchez-Ort\'{i} and Patricia Correa-Ghisays and Vicent Balanz\'{a}-Mart\'{i}nez and Gabriel Selva-Vera and Joan Vila-Franc\'{e}s and Rafael Magdalena-Benedito and Constanza San-Martin and Victor M. Victor and Irene Escribano-Lopez and Antonio Hernandez-Mijares and Juliana Vivas-Lalinde and Eduard Vieta and Juan C. Leza and Rafael Tabar\'{e}s-Seisdedos},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in Neurology},
volume = {13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Miranda, Eduardo R.; Martín-Guerrero, José D.; Venkatesh, Satvik; Hernani-Morales, Carlos; Lamata, Lucas; Solano, Enrique
Quantum Brain Networks: A Perspective Journal Article
In: Electronics, vol. 11, no. 10, 2022, ISSN: 2079-9292.
@article{electronics11101528,
title = {Quantum Brain Networks: A Perspective},
author = {Eduardo R. Miranda and Jos\'{e} D. Mart\'{i}n-Guerrero and Satvik Venkatesh and Carlos Hernani-Morales and Lucas Lamata and Enrique Solano},
url = {https://doi.org/10.3390/electronics11101528},
issn = {2079-9292},
year = {2022},
date = {2022-01-01},
journal = {Electronics},
volume = {11},
number = {10},
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pubstate = {published},
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Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Cancela-Cilleruelo, Ignacio; Moro-López-Menchero, Paloma; Rodríguez-Jiménez, Jorge; Navarro-Pardo, Esperanza; Pellicer-Valero, Oscar J.
In: Journal of Infection, vol. 84, no. 5, pp. 729–731, 2022, ISSN: 0163-4453.
@article{recovery_daily,
title = {Exploring the recovery curves for long-term post-COVID functional limitations on daily living activities: The LONG-COVID-EXP-CM multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Ignacio Cancela-Cilleruelo and Paloma Moro-L\'{o}pez-Menchero and Jorge Rodr\'{i}guez-Jim\'{e}nez and Esperanza Navarro-Pardo and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1016/j.jinf.2022.01.031},
issn = {0163-4453},
year = {2022},
date = {2022-01-01},
journal = {Journal of Infection},
volume = {84},
number = {5},
pages = {729\textendash731},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fernández-de-las-Peñas, César; Ortega-Santiago, Ricardo; Fuensalida-Novo, Stella; Martín-Guerrero, José D.; Pellicer-Valero, Oscar J.; Torres-Macho, Juan
In: Vaccines, vol. 10, no. 9, 2022, ISSN: 2076-393X.
@article{vaccines10091481,
title = {Differences in Long-COVID Symptoms between Vaccinated and Non-Vaccinated (BNT162b2 Vaccine) Hospitalized COVID-19 Survivors Infected with the Delta Variant},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ricardo Ortega-Santiago and Stella Fuensalida-Novo and Jos\'{e} D. Mart\'{i}n-Guerrero and Oscar J. Pellicer-Valero and Juan Torres-Macho},
url = {https://doi.org/10.3390/vaccines10091481},
doi = {10.3390/vaccines10091481},
issn = {2076-393X},
year = {2022},
date = {2022-01-01},
journal = {Vaccines},
volume = {10},
number = {9},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cigarán-Méndez, Margarita I.; Pellicer-Valero, Oscar J.; Martín-Guerrero, José D.; Varol, Umut; Fernández-de-las-Peñas, César; Navarro-Pardo, Esperanza; Valera-Calero, Juan A.
Bayesian Linear Regressions Applied to Fibromyalgia Syndrome for Understanding the Complexity of This Disorder Journal Article
In: International Journal of Environmental Research and Public Health, vol. 19, no. 8, 2022, ISSN: 1660-4601.
@article{ijerph19084682,
title = {Bayesian Linear Regressions Applied to Fibromyalgia Syndrome for Understanding the Complexity of This Disorder},
author = {Margarita I. Cigar\'{a}n-M\'{e}ndez and Oscar J. Pellicer-Valero and Jos\'{e} D. Mart\'{i}n-Guerrero and Umut Varol and C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Esperanza Navarro-Pardo and Juan A. Valera-Calero},
url = {https://doi.org/10.3390/ijerph19084682},
doi = {10.3390/ijerph19084682},
issn = {1660-4601},
year = {2022},
date = {2022-01-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {19},
number = {8},
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Fernández-de-las-Peñas, César; de-la-Llave-Rincón, Ana I.; Ortega-Santiago, Ricardo; Ambite-Quesada, Silvia; Gómez-Mayordomo, Víctor; Cuadrado, María L.; Arias-Navalón, José A.; Hernández-Barrera, Valentín; Martín-Guerrero, José D.; Pellicer-Valero, Oscar J.; Arendt-Nielsen, Lars
In: PAIN, vol. 163, no. 9, 2022, ISBN: 0304-3959.
@article{paincovid,
title = {Prevalence and risk factors of musculoskeletal pain symptoms as long-term post-COVID sequelae in hospitalized COVID-19 survivors: a multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Ana I. de-la-Llave-Rinc\'{o}n and Ricardo Ortega-Santiago and Silvia Ambite-Quesada and V\'{i}ctor G\'{o}mez-Mayordomo and Mar\'{i}a L. Cuadrado and Jos\'{e} A. Arias-Naval\'{o}n and Valent\'{i}n Hern\'{a}ndez-Barrera and Jos\'{e} D. Mart\'{i}n-Guerrero and Oscar J. Pellicer-Valero and Lars Arendt-Nielsen},
url = {https://doi.org/10.1097/j.pain.0000000000002564},
isbn = {0304-3959},
year = {2022},
date = {2022-01-01},
journal = {PAIN},
volume = {163},
number = {9},
keywords = {},
pubstate = {published},
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2021
Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Torres-Macho, Juan; Canto-Diez, MªGabriela; Pellicer-Valero, Oscar
Gastrointestinal symptoms at the acute COVID-19 phase are risk factors for developing gastrointestinal post-COVID symptoms: a multicenter study Journal Article
In: Internal and Emergency Medicine, 2021, ISBN: 1970-9366.
@article{nokey,
title = {Gastrointestinal symptoms at the acute COVID-19 phase are risk factors for developing gastrointestinal post-COVID symptoms: a multicenter study},
author = {Fern\'{a}ndez-de-las-Pe\~{n}as, C\'{e}sar and Mart\'{i}n-Guerrero, Jos\'{e} D. and Navarro-Pardo, Esperanza and Torres-Macho, Juan and Canto-Diez, MªGabriela and Pellicer-Valero, Oscar},
url = {https://doi.org/10.1007/s11739-021-02850-5},
doi = {10.1007/s11739-021-02850-5},
isbn = {1970-9366},
year = {2021},
date = {2021-10-12},
journal = {Internal and Emergency Medicine},
keywords = {},
pubstate = {published},
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Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Fuensalida-Novo, Stella; Palacios-Ceña, María; Velasco-Arribas, María; Pellicer-Valero, Oscar J.
The presence of rheumatological conditions is not a risk factor of long-term post-COVID symptoms after SARS-CoV-2 infection: a multicenter study Journal Article
In: Clinical Rheumatology, 2021, ISBN: 1434-9949.
@article{reuma2021,
title = {The presence of rheumatological conditions is not a risk factor of long-term post-COVID symptoms after SARS-CoV-2 infection: a multicenter study},
author = {C\'{e}sar Fern\'{a}ndez-de-las-Pe\~{n}as and Jos\'{e} D. Mart\'{i}n-Guerrero and Esperanza Navarro-Pardo and Stella Fuensalida-Novo and Mar\'{i}a Palacios-Ce\~{n}a and Mar\'{i}a Velasco-Arribas and Oscar J. Pellicer-Valero},
url = {https://doi.org/10.1007/s10067-021-05935-w},
doi = {10.1007/s10067-021-05935-w},
isbn = {1434-9949},
year = {2021},
date = {2021-09-25},
urldate = {2021-09-25},
journal = {Clinical Rheumatology},
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Ding, Yongcheng; Ban, Yue; Martín-Guerrero, José D; Solano, Enrique; Casanova, Jorge; Chen, Xi
Breaking adiabatic quantum control with deep learning Journal Article
In: Phys. Rev. A, vol. 103, pp. L040401, 2021.
@article{PhysRevA.103.L040401,
title = {Breaking adiabatic quantum control with deep learning},
author = {Yongcheng Ding and Yue Ban and Jos\'{e} D Mart\'{i}n-Guerrero and Enrique Solano and Jorge Casanova and Xi Chen},
url = {https://link.aps.org/doi/10.1103/PhysRevA.103.L040401},
doi = {10.1103/PhysRevA.103.L040401},
year = {2021},
date = {2021-04-01},
journal = {Phys. Rev. A},
volume = {103},
pages = {L040401},
publisher = {American Physical Society},
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pubstate = {published},
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}