Search Results - "Subirats, Laia"

Influence of COVID-19 confinement on students' performance in higher education by Gonzalez, T, de la Rubia, M A, Hincz, K P, Comas-Lopez, M, Subirats, Laia, Fort, Santi, Sacha, G M

“…This study analyzes the effects of COVID-19 confinement on the autonomous learning performance of students in higher education. Using a field experiment with…”
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Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare by Cirillo, Davide, Catuara-Solarz, Silvina, Morey, Czuee, Guney, Emre, Subirats, Laia, Mellino, Simona, Gigante, Annalisa, Valencia, Alfonso, Rementeria, María José, Chadha, Antonella Santuccione, Mavridis, Nikolaos

“…Precision Medicine implies a deep understanding of inter-individual differences in health and disease that are due to genetic and environmental factors. To…”
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Real-Time Emotion Classification Using EEG Data Stream in E-Learning Contexts by Nandi, Arijit, Xhafa, Fatos, Subirats, Laia, Fort, Santi

“…In face-to-face and online learning, emotions and emotional intelligence have an influence and play an essential role. Learners' emotions are crucial for…”
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Temporal analysis of academic performance in higher education before, during and after COVID-19 confinement using artificial intelligence by Subirats, Laia, Palacios Corral, Aina, Pérez-Ruiz, Sof Ia, Fort, Santi, Sacha, Go Mez-Mon Ivas

“…This study provides the profiles and success predictions of students considering data before, during, and after the COVID-19 pandemic. Using a field experiment…”
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Artificial Intelligence to Counterweight the Effect of COVID-19 on Learning in a Sustainable Environment by Subirats, Laia, Fort, Santi, Atrio, Santiago, Sacha, Gomez-Monivas

“…Distance learning has been adopted as a very extended model during COVID-19-related confinement. It is also a methodology that can be applied in environments…”
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Gamification Based on User Types: When and Where It Is Worth Applying by Subirats, Laia, Nousiainen, Tuula, Hooda, Apoorwa, Rubio-Andrada, Luis, Fort, Santi, Vesisenaho, Mikko, Sacha, G. M.

“…Students’ motivation is one of the most relevant factors when improving the quality of the learning process. In this context, gamification is a powerful tool…”
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A Granularity-Based Intelligent Tutoring System for Zooarchaeology by Subirats, Laia, Pérez, Leopoldo, Hernández, Cristo, Fort, Santiago, Sacha, Gomez-Monivas

“…This paper presents a tutoring system which uses three different granularities for helping students to classify animals from bone fragments in zooarchaeology…”
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Knowledge Representation for Prognosis of Health Status in Rehabilitation by Subirats, Laia, Ceccaroni, Luigi, Miralles, Felip

“…In this article, key points are discussed concerning knowledge representation for clinical decision support systems in the domain of physical medicine and…”
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Biomedical Holistic Ontology for People with Rare Diseases by Subirats, Laia, Conesa, Jordi, Armayones, Manuel

“…This research provides a biomedical ontology to adequately represent the information necessary to manage a person with a disease in the context of a specific…”
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Spiking neural networks for autonomous driving: A review by Martínez, Fernando S., Casas-Roma, Jordi, Subirats, Laia, Parada, Raúl

“…The rapid progress of autonomous driving (AD) has triggered a surge in demand for safer and more efficient autonomous vehicles, owing to the intricacy of…”
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Mining Facebook Data of People with Rare Diseases: A Content-Based and Temporal Analysis by Subirats, Laia, Reguera, Natalia, Bañón, Antonio Miguel, Gómez-Zúñiga, Beni, Minguillón, Julià, Armayones, Manuel

“…This research characterized how Facebook deals with rare diseases. This characterization included a content-based and temporal analysis, and its purpose was to…”
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Mining Facebook Data of People with Rare Diseases by Reguera, Natalia, Subirats, Laia, Armayones, Manuel

“…This research is concerned with the study of Spanish Facebook pages that deal with rare diseases. The objectives of this research are to characterise these…”
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Towards an Analysis of Post-Transcriptional Gene Regulation in Psoriasis via microRNAs using Machine Learning Algorithms by Carrere-Molina, Jordi, Subirats, Laia, Casas-Roma, Jordi

“…Single Nucleotide Polymorphisms (SNPs) are the most common inter-individual variations in the human being. They gained popularity with the irruption of Next…”
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Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury by Subirats, Laia, Lopez-Blazquez, Raquel, Ceccaroni, Luigi, Gifre, Mariona, Miralles, Felip, García-Rudolph, Alejandro, Tormos, Jose María

“…The objective of this research is to provide a standardized platform to monitor and predict indicators of people with traumatic brain injury using the…”
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Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare by Cirillo, Davide, Catuara-Solarz, Silvina, Morey, Czuee, Guney, Emre, Subirats, Laia, Mellino, Simona, Gigante, Annalisa, Valencia, Alfonso, Rementeria, María José, Chadha, Antonella Santuccione, Mavridis, Nikolaos

“…Precision Medicine implies a deep understanding of inter-individual differences in health and disease that are due to genetic and environmental factors. To…”
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Application of an Exploratory Knowledge-Discovery Pipeline Based on Machine Learning to Multi-Scale OMICS Data to Characterise Myocardial Injury in a Cohort of Patients with Septic Shock: An Observational Study by Bollen Pinto, Bernardo, Ribas Ripoll, Vicent, Subías-Beltrán, Paula, Herpain, Antoine, Barlassina, Cristina, Oliveira, Eliandre, Pastorelli, Roberta, Braga, Daniele, Barcella, Matteo, Subirats, Laia, Bauzá-Martinez, Julia, Odena, Antonia, Ferrario, Manuela, Baselli, Giuseppe, Aletti, Federico, Bendjelid, Karim

“…Currently, there is no therapy targeting septic cardiomyopathy (SC), a key contributor to organ dysfunction in sepsis. In this study, we used a machine…”
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Circles of Health: Towards an advanced social network about disabilities of neurological origin by Subirats, Laia, Ceccaroni, Luigi, Lopez-Blazquez, Raquel, Miralles, Felip, García-Rudolph, Alejandro, Tormos, Jose M.

“…[Display omitted] •Data is automatically collected, standardized, represented and integrated to support multicenter studies.•Bio-psycho-social data is…”
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Automatic assessment of socioeconomic impact on cardiac rehabilitation by Calvo, Mireia, Subirats, Laia, Ceccaroni, Luigi, Maroto, José María, de Pablo, Carmen, Miralles, Felip

“…Disability-Adjusted Life Years (DALYs) and Quality-Adjusted Life Years (QALYs), which capture life expectancy and quality of the remaining life-years, are…”
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MDEAW: A Multimodal Dataset for Emotion Analysis through EDA and PPG signals from wireless wearable low-cost off-the-shelf Devices by Nandi, Arijit, Xhafa, Fatos, Subirats, Laia, Fort, Santi

“…We present MDEAW, a multimodal database consisting of Electrodermal Activity (EDA) and Photoplethysmography (PPG) signals recorded during the exams for the…”
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A Survey on Multimodal Data Stream Mining for e-Learner's Emotion Recognition by Nandi, Arijit, Xhafa, Fatos, Subirats, Laia, Fort, Santi

“…Emotions play a crucial role in learning. To improve and optimize electronic learning (e-Learning) outcomes, many researchers have investigated the role of…”
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