List of research papers on journals and conference proceedings published by the IDAL members.

149 entries « 1 of 3 »

2022

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

Specific metabolic syndrome components predict cognition and social functioning in people with type 2 diabetes mellitus and severe mental disorders Journal Article

In: Acta Psychiatrica Scandinavica, vol. n/a, no. n/a, 2022.

Abstract | Links | BibTeX

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.

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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.

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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.

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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.

Deep learning for fully automatic detection, segmentation, and Gleason grade estimation of prostate cancer in multiparametric magnetic resonance images Journal Article

In: Scientific Reports, vol. 12, no. 1, pp. 2975, 2022, ISBN: 2045-2322.

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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.

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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.

Exploring the recovery curves for long-term post-COVID functional limitations on daily living activities: The LONG-COVID-EXP-CM multicenter study Journal Article

In: Journal of Infection, vol. 84, no. 5, pp. 729–731, 2022, ISSN: 0163-4453.

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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.

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Fernández-de-las-Peñas, César; Martín-Guerrero, José D.; Navarro-Pardo, Esperanza; Rodríguez-Jiménez, Jorge; Pellicer-Valero, Oscar J.

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 Journal Article

In: Journal of Infection, vol. 84, no. 2, pp. 248-288, 2022, ISSN: 0163-4453.

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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.

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Fernández-de-las-Peñas, César; Pellicer-Valero, Oscar J.; Navarro-Pardo, Esperanza; Palacios-Ceña, Domingo; Florencio, Lidiane L.; Guijarro, Carlos; Martín-Guerrero, José D.

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 Journal Article

In: International Journal of Infectious Diseases, vol. 116, pp. 241-244, 2022, ISSN: 1201-9712.

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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.

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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.

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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

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 Journal Article

In: Journal of Clinical Medicine, vol. 11, no. 2, 2022, ISSN: 2077-0383.

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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

Transdiagnostic neurocognitive deficits in patients with type 2 diabetes mellitus, major depressive disorder, bipolar disorder, and schizophrenia: A 1-year follow-up study Journal Article

In: Journal of Affective Disorders, vol. 300, pp. 99-108, 2022, ISSN: 0165-0327.

Abstract | Links | BibTeX

Vellido, Alfredo; Lisboa, Paulo J. G.; Martín, José D.

The Need for Interpretable and Explainable Deep Learning in Medicine and Healthcare Incollection

In: Bacciu, Paulo J. G. Lisboa Davide; Vellido, Alfredo (Ed.): Deep Learning in Biology and Medicine, pp. 247-264, World Scientific (Europe), 2022.

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Martín-Guerrero, José D.; Lamata, Lucas

Quantum Machine Learning: A tutorial Journal Article

In: Neurocomputing, vol. 470, pp. 457-461, 2022, ISSN: 0925-2312.

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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.

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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.

Links | BibTeX

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.

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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.

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Martin, Ana; Candelas, Bruno; Rodríguez-Rozas, Ángel; Martín-Guerrero, José D; Chen, Xi; Lamata, Lucas; Orús, Román; Solano, Enrique; Sanz, Mikel

Toward pricing financial derivatives with an IBM quantum computer Journal Article

In: Phys. Rev. Research, vol. 3, pp. 013167, 2021.

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Casaña-Eslava, Raúl V; Jarman, Ian H; Ortega-Martorell, Sandra; Lisboa, Paulo J G; Martín-Guerrero, José D.

Music genre profiling based on Fisher manifolds and Probabilistic Quantum Clustering Journal Article

In: Neural Computing and Applications, vol. 33, no. 13, pp. 7521–7539, 2021, ISBN: 1433-3058.

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Pellicer-Valero, Oscar J; 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

Robust Resolution-Enhanced Prostate Segmentation in Magnetic Resonance and Ultrasound Images through Convolutional Neural Networks Journal Article

In: Applied Sciences, vol. 11, no. 2, 2021, ISSN: 2076-3417.

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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 Miscellaneous

2021.

Links | BibTeX

Munera, Sandra; Gómez-Sanchís, Juan; Aleixos, Nuria; Vila-Francés, Joan; Colelli, Giancarlo; Cubero, Sergio; Soler, Esteban; Blasco, José

Discrimination of common defects in loquat fruit cv. ‘Algerie’ using hyperspectral imaging and machine learning techniques Journal Article

In: Postharvest Biology and Technology, vol. 171, pp. 111356, 2021, ISSN: 0925-5214.

Abstract | Links | BibTeX

Pellicer-Valero, Oscar J; Jiménez, José Marenco L; 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

Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images Miscellaneous

2021.

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Mateo, Fernando; Garcés-Iniesta, Juan José; Jenninger, Berthold; Gómez-Sanchís, Juan; Soria-Olivas, Emilio; Chiggiato, Paolo

Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification Journal Article

In: Expert Systems with Applications, vol. 178, pp. 114959, 2021, ISSN: 0957-4174.

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Pellicer-Valero, Oscar J; Martín-Guerrero, José D; Fernández-de-las-Peñas, César; De-la-Llave-Rincón, Ana I; Rodríguez-Jiménez, Jorge; Navarro-Pardo, Esperanza; Cigarán-Méndez, Margarita I

Spectral Clustering Reveals Different Profiles of Central Sensitization in Women with Carpal Tunnel Syndrome Journal Article

In: Symmetry, vol. 13, no. 6, 2021, ISSN: 2073-8994.

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Miranda, E R; Venkatesh, S; Hernani-Morales, C; Lamata, L; Martín-Guerrero, J D; Solano, E

Quantum Brain Networks: a Perspective Miscellaneous

2021.

Links | BibTeX

Luperdi, Sussy C; Correa-Ghisays, Patricia; Vila-Francés, Joan; Selva-Vera, Gabriel; Salazar-Fraile, José; Cardoner, Narcís; Ruiz-Veguilla, Miguel; Livianos, Lorenzo; Tabarés-Seisdedos, Rafael; Balanzá-Martínez, Vicent

Is processing speed a valid neurocognitive endophenotype in bipolar disorder? Evidence from a longitudinal, family study Journal Article

In: Journal of Psychiatric Research, vol. 141, pp. 241-247, 2021, ISSN: 0022-3956.

Abstract | Links | BibTeX

Wang, Rui; Hernani-Morales, Carlos; Martín-Guerrero, José D; Solano, Enrique; Albarrán-Arriagada, Francisco

Quantum Pattern Recognition in Photonic Circuits Miscellaneous

2021.

Links | BibTeX

Casanova, Alfredo G; Harvat, Mykola; Vicente-Vicente, Laura; Pellicer-Valero, Óscar J; Morales, Ana I; López-Hernández, Francisco J; Martín-Guerrero, José D

Regression Modeling of the Antioxidant-to-Nephroprotective Relation Shows the Pivotal Role of Oxidative Stress in Cisplatin Nephrotoxicity Journal Article

In: Antioxidants, vol. 10, no. 9, 2021, ISSN: 2076-3921.

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Ding, Yongcheng; Martín-Guerrero, José D; Song, Yujing; Magdalena-Benedito, Rafael; Chen, Xi

Active Learning for the Optimal Design of Multinomial Classification in Physics Miscellaneous

2021.

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Martín-Guerrero, José D; Lamata, Lucas

Reinforcement Learning and Physics Journal Article

In: Applied Sciences, vol. 11, no. 18, 2021, ISSN: 2076-3417.

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Flores-Garrigós, Carlos; Vicent-Camisón, Juan; Garcés-Iniesta, Juan J.; Soria-Olivas, Emilio; Gómez-Sanchís, Juan; Mateo, Fernando

Reconstruction of Ultra-High Vacuum Mass Spectra Using Genetic Algorithms Journal Article

In: Applied Sciences, vol. 11, no. 24, 2021, ISSN: 2076-3417.

Abstract | Links | BibTeX

M, Miragall; JJ, Garcés; RM, Baños

Exploring the Heterogeneity and Trajectories of Positive Functioning Variables, Emotional Distress, and Post-traumatic Growth During Strict Confinement Due to COVID-19 Journal Article

In: J Happiness Stud, pp. 21-26, 2021.

BibTeX

Ding, Yongcheng; Chen, Xi; Magdalena-Benedicto, Rafael; Martín-Guerrero, José D.

Quantum Stream Learning Miscellaneous

2021.

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Barbieri, Carlo; Neri, Luca; Chermisi, Milena; Bolzoni, Elena; Cattinelli, Isabella; Decker, Wolfgang; Stuard, Stefano; Martín-Guerrero, José D.; Mari, Flavio

How to assess the risks associated with the usage of a medical device based on predictive modeling: the case of an anemia control model certified as medical device Journal Article

In: Expert Review of Medical Devices, vol. 18, no. 11, pp. 1117-1121, 2021, (PMID: 34612120).

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Grande-Fidalgo, Alejandro; Calpe, Javier; Redón, Mónica; Millán-Navarro, Carlos; Soria-Olivas, Emilio

Lead Reconstruction Using Artificial Neural Networks for Ambulatory ECG Acquisition Journal Article

In: Sensors, vol. 21, no. 16, 2021, ISSN: 1424-8220.

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Selvi, Jose; Rodríguez, Ricardo J.; Soria-Olivas, Emilio

Toward Optimal LSTM Neural Networks for Detecting Algorithmically Generated Domain Names Journal Article

In: IEEE Access, vol. 9, pp. 126446-126456, 2021.

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Solano, Alberto; Fayos, Ivan; na, Alberto Urue; Mart'inez-Sober, Marcelino; Mateo, Fernando; Soria-Olivas, Emilio

Analysis of the Pre and Post-COVID-19 Lockdown Use of Smartphone Apps in Spain Journal Article

In: Applied Sciences, vol. 11, no. 13, 2021, ISSN: 2076-3417.

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Fernández-de-las-Peñas, César; Pellicer-Valero, Oscar J; Navarro-Pardo, Esperanza; Rodríguez-Jiménez, Jorge; Martín-Guerrero, José D; Cigarán-Méndez, Margarita

The number of symptoms at the acute COVID-19 phase is associated with anxiety and depressive long-term post-COVID symptoms: A multicenter study Journal Article

In: Journal of Psychosomatic Research, vol. 150, pp. 110625, 2021, ISSN: 0022-3999.

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2020

Mohmara, Yasser Alakhdar; Cook, Jill; Benítez-Martínez, Josep C.; McPeek, Emily R.; Aguilar, Antonio Alberola; Olivas, Emilio Soria; Hernandez-Sanchez, Sergio

Influence of genetic factors in elbow tendon pathology: a case-control study Journal Article

In: Scientific Reports, vol. 10, no. 1, pp. 6503, 2020, ISBN: 2045-2322.

Abstract | Links | BibTeX

Ding, Yongcheng; Martín-Guerrero, José D; Sanz, Mikel; Magdalena-Benedicto, Rafael; Chen, Xi; Solano, Enrique

Retrieving Quantum Information with Active Learning Journal Article

In: Phys. Rev. Lett., vol. 124, pp. 140504, 2020.

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Pellicer-Valero, Oscar J; Martín-Guerrero, José D; Cigarán-Méndez, Margarita I; Écija-Gallardo, Carmen; Fernández-de-las-Peñas, César; Navarro-Pardo, Esperanza

Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome Journal Article

In: Symmetry-Basel, vol. 12, no. 10 (1581), pp. 1-15, 2020, ISSN: 2073-8994.

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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 Miscellaneous

2020.

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RV, Casaña-Eslava; S, Ortega-Martorell; Lisboa PJ, Candiota AP; Julià-Sapé M, Martín-Guerrero JD

Robust Conditional Independence maps of single-voxel Magnetic Resonance Spectra to elucidate associations between brain tumours and metabolites Journal Article

In: PLoS ONE, vol. 15, no. 7, pp. e0235057, 2020.

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Pellicer-Valero, Oscar J; Cattinelli, Isabella; Neri, Luca; Mari, Flavio; Martín-Guerrero, José D; Barbieri, Carlo

Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks Journal Article

In: Artificial Intelligence in Medicine, vol. 107, pp. 101898, 2020, ISSN: 0933-3657.

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Casaña-Eslava, Raúl V; Lisboa, Paulo J G; Ortega-Martorell, Sandra; Jarman, Ian H; Martín-Guerrero, José D

Probabilistic quantum clustering Journal Article

In: Knowledge-Based Systems, vol. 194, pp. 105567, 2020, ISSN: 0950-7051.

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149 entries « 1 of 3 »