1.
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19 p, 5.8 MB |
Deep Learning Analyses to Delineate the Molecular Remodeling Process after Myocardial Infarction
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Iborra Egea, Oriol (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Gálvez-Montón, Carolina (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Prat-Vidal, Cristina (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Rudilla, F (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Soler-Botija, Carolina (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Revuelta-López, Elena (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Ferrer-Curriu, Gemma (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Segú-Vergés, Cristina (Anaxomics Biotech S.L.) ;
Mellado-Bergillos, Araceli (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Gomez-Puchades, Pol (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Gastelurrutia, Paloma (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Bayés-Genís, Antoni (Institut Germans Trias i Pujol. Hospital Universitari Germans Trias i Pujol) ;
Universitat Autònoma de Barcelona
Specific proteins and processes have been identified in post-myocardial infarction (MI) pathological remodeling, but a comprehensive understanding of the complete molecular evolution is lacking. We generated microarray data from swine heart biopsies at baseline and 6, 30, and 45 days after infarction to feed machine-learning algorithms. [...]
2021 - 10.3390/cells10123268
Cells, Vol. 10 (november 2021)
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2.
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22 p, 4.1 MB |
Understanding and Predicting Cognitive Improvement of Young Adults in Ischemic Stroke Rehabilitation Therapy
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Martinez, Helard Becerra (University of College Dublin) ;
Cisek, Katryna (Technological University Dublin) ;
Garcia-Rudolph, Alejandro (Institut Germans Trias i Pujol. Fundació Lluita Contra les Infeccions) ;
Kelleher, John D. (Technological University Dublin) ;
Hines, Andrew (University of College Dublin) ;
Universitat Autònoma de Barcelona
Accurate early predictions of a patient's likely cognitive improvement as a result of a stroke rehabilitation programme can assist clinicians in assembling more effective therapeutic programs. In addition, sufficient levels of explainability, which can justify these predictions, are a crucial requirement, as reported by clinicians. [...]
2022 - 10.3389/fneur.2022.886477
Frontiers in neurology, Vol. 13 (july 2022)
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3.
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4.
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11 p, 1.1 MB |
Machine Learning-Based Analysis in the Management of Iatrogenic Bile Duct Injury During Cholecystectomy : a Nationwide Multicenter Study
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Lopez-Lopez, Victor (Hospital Clínico Universitario Virgen de la Arrixaca (El Palmar, Múrcia)) ;
Maupoey, Javier (Hospital Universitari i Politècnic La Fe (València)) ;
López-Andujar, Rafael (Hospital Universitari i Politècnic La Fe (València)) ;
Ramos, Emilio (Hospital Universitari de Bellvitge) ;
Mils, Kristel (Hospital Universitari de Bellvitge) ;
Martinez, Pedro Antonio (Universidad de Murcia) ;
Valdivieso, Andres (Hospital Universitari de Cruces) ;
Garcés-Albir, Marina (Universitat de València) ;
Sabater, Luis (Universitat de València) ;
Valladares, Luis Díez (Hospital Clínico San Carlos (Madrid)) ;
Pérez, Sergio Annese (Hospital Universitario de Morales) ;
Flores, Benito (Hospital Universitario de Morales) ;
Brusadin, Roberto (Hospital Universitario Virgen de la Arrixaca (Múrcia)) ;
Conesa, Asunción López (Hospital Universitario Virgen de la Arrixaca (Múrcia)) ;
Cayuela, Valentin (Hospital Universitario Virgen de la Arrixaca (Múrcia)) ;
Cortijo, Sagrario Martinez (Hospital Universitario de Alcorcon) ;
Paterna, Sandra (Hospital Universitario Miguel Servet (Saragossa)) ;
Serrablo, Alejando (Hospital Universitario Miguel Servet (Saragossa)) ;
Sánchez-Cabús, Santiago (Hospital de la Santa Creu i Sant Pau (Barcelona, Catalunya)) ;
Gil, Antonio González (Hospital Universitario Los Arcos del Mar Menor) ;
Masía, Jose Antonio González (Hospital Universitario General) ;
Loinaz, Carmelo (Hospital Universitario 12 de Octubre (Madrid)) ;
Lucena, Jose Luis (Hospital Universitario Puerta de Hierro Majadahonda (Madrid)) ;
Pastor, Patricia (Hospital Universitario Reina Sofía (Còrdova, Espanya)) ;
Garcia-Zamora, Cristina (Hospital Rafael Mendez) ;
Calero, Alicia (Hospital Universitario Elche) ;
Valiente, Juan (Hospital Hellin) ;
Minguillon, Antonio (Hospital Obispo Polanco) ;
Rotellar, Fernando ;
Ramia, Jose Manuel (Hospital Universitario Dr. Balmis General) ;
Alcazar, Cándido (Hospital Universitario Dr. Balmis General) ;
Aguilo, Javier (Hospital Lluís Alcanyís) ;
Cutillas, Jose (Hospital Francesc de Borja) ;
Kuemmerli, Christoph ;
Ruiperez-Valiente, Jose A. (Universidad de Murcia) ;
Robles-Campos, Ricardo (Hospital Universitario Virgen de la Arrixaca (Múrcia)) ;
Universitat Autònoma de Barcelona
Iatrogenic bile duct injury (IBDI) is a challenging surgical complication. IBDI management can be guided by artificial intelligence models. Our study identified the factors associated with successful initial repair of IBDI and predicted the success of definitive repair based on patient risk levels. [...]
2022 - 10.1007/s11605-022-05398-7
Journal of Gastrointestinal Surgery, Vol. 26 (july 2022) , p. 1713-1723
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5.
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17 p, 1.8 MB |
Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools : A review
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Maturana, Carles Rubio (Hospital Universitari Vall d'Hebron) ;
de Oliveira, Allisson Dantas (Universitat Politècnica de Catalunya) ;
Nadal, Sergi (Universitat Politècnica de Catalunya) ;
Bilalli, Besim (Universitat Politècnica de Catalunya) ;
Serrat, Francesc Zarzuela (Hospital Universitari Vall d'Hebron) ;
Espasa, Mateu (Parc Taulí Hospital Universitari. Institut d'Investigació i Innovació Parc Taulí (I3PT)) ;
Sulleiro Igual, Elena (Hospital Universitari Vall d'Hebron) ;
Bosch, Mercedes (Probitas Foundation) ;
Lluch, Anna Veiga (Probitas Foundation) ;
Abelló, Alberto (Universitat Politècnica de Catalunya) ;
López-Codina, Daniel (Universitat Politècnica de Catalunya) ;
Pumarola Suñé, Tomàs (Hospital Universitari Vall d'Hebron) ;
Clols, Elisa Sayrol (Universitat Politècnica de Catalunya) ;
Joseph-Munné, Joan (Hospital Universitari Vall d'Hebron) ;
Universitat Autònoma de Barcelona
Malaria is an infectious disease caused by parasites of the genus Plasmodium spp. It is transmitted to humans by the bite of an infected female Anopheles mosquito. It is the most common disease in resource-poor settings, with 241 million malaria cases reported in 2020 according to the World Health Organization. [...]
2022 - 10.3389/fmicb.2022.1006659
Frontiers in microbiology, Vol. 13 (november 2022)
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15 p, 2.9 MB |
Adopting transfer learning for neuroimaging : a comparative analysis with a custom 3D convolution neural network model
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Soliman, Amira (Halmstad University) ;
Chang, Jose R. (National Cheng Kung University in Tainan) ;
Etminani, Kobra (Halmstad University) ;
Byttner, Stefan (Halmstad University) ;
Davidsson, Anette (Institution of Medicine and Health Sciences) ;
Martínez-Sanchis, Begoña (Hospital Universitari i Politècnic La Fe (València)) ;
Camacho, Valle (Hospital de la Santa Creu i Sant Pau (Barcelona, Catalunya)) ;
Bauckneht, Matteo (IRCCS Ospedale Policlinico San Martino) ;
Stegeran, Roxana (Linköping University Hospital) ;
Ressner, Marcus (Linköping University Hospital) ;
Agudelo-Cifuentes, Marc (Hospital Universitari i Politècnic La Fe (València)) ;
Chincarini, Andrea (National Institute of Nuclear Physics) ;
Brendel, Matthias (University Hospital) ;
Rominger, Axel (University Hospital Bern) ;
Bruffaerts, Rose (University of Antwerp) ;
Vandenberghe, Rik (University Hospitals Leuven (Bèlgica)) ;
Kramberger, Milica G. (University Medical Centre) ;
Trost, Maja (University of Ljubljana) ;
Nicastro, Nicolas (Geneva University Hospitals (Suïssa)) ;
Frisoni, Giovanni B. (University Hospitals) ;
Lemstra, Afina W. (VU Medical Center Alzheimer Center) ;
Berckel, Bart N. M. van (Vrije Universiteit Amsterdam) ;
Pilotto, Andrea (University of Brescia) ;
Padovani, Alessandro (IRCCS Ospedale Policlinico San Martino) ;
Morbelli, Silvia (Stavanger University Hospital) ;
Aarsland, Dag (King's College London) ;
Nobili, Flavio (University of Genoa) ;
Garibotto, Valentina (Geneva University) ;
Ochoa-Figueroa, Miguel (Linköping University) ;
Universitat Autònoma de Barcelona
In recent years, neuroimaging with deep learning (DL) algorithms have made remarkable advances in the diagnosis of neurodegenerative disorders. However, applying DL in different medical domains is usually challenged by lack of labeled data. [...]
2022 - 10.1186/s12911-022-02054-7
BMC Medical Informatics and Decision Making, Vol. 22 (december 2022)
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7.
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14 p, 1.2 MB |
Machine learning computational tools to assist the performance of systematic reviews : A mapping review
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Cierco Jimenez, Ramon (Universitat Autònoma de Barcelona. Departament de Medicina) ;
Lee, Teresa (International Agency for Research on Cancer) ;
Rosillo, Nicolás (Hospital Universitario 12 de Octubre (Madrid)) ;
Cordova, Reynalda (University of Vienna) ;
Cree, Ian A (International Agency for Research on Cancer) ;
Gonzalez, Angel (Universitat Autònoma de Barcelona. Departament de Medicina) ;
Indave Ruiz, Blanca Iciar (International Agency for Research on Cancer)
Within evidence-based practice (EBP), systematic reviews (SR) are considered the highest level of evidence in that they summarize the best available research and describe the progress in a determined field. [...]
2022 - 10.1186/s12874-022-01805-4
BMC Medical Research Methodology, Vol. 22 (december 2022)
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8.
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15 p, 854.2 KB |
The impact of attention-deficit/hyperactivity disorder and specific learning disorders on academic performance in Spanish children from a low-middle- and a high-income population
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Español-Martín, Gemma (Hospital Universitari Vall d'Hebron) ;
Pagerols, Mireia (Universitat de Barcelona) ;
Prat, Raquel (Universitat de Vic) ;
Rivas, Cristina (Hospital Sant Joan de Déu (Manresa)) ;
Ramos-Quiroga, Josep Antoni (Hospital Universitari Vall d'Hebron) ;
Casas Brugué, Miquel (Universitat Autònoma de Barcelona) ;
Bosch, Rosa (Hospital Sant Joan de Déu (Manresa))
Past research has demonstrated that attention-deficit/hyperactivity disorder (ADHD), specific learning disorders (SLD), and socioeconomic status (SES) affect a host of educational outcomes. However, there are no studies examining whether SES moderates the association between these neurodevelopmental disorders (ND) and the academic achievement of children and adolescents. [...]
2023 - 10.3389/fpsyt.2023.1136994
Frontiers in psychiatry, Vol. 14 (april 2023)
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