Search Results - "Gómez, David Delgado"

Editorial: Applied data science in psychology by Delgado-Gómez, David, Jiménez-Fernández, Sara, Sujar, Aaron, Lopez-Castroman, Jorge

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Patient No-Show Prediction: A Systematic Literature Review by Carreras-García, Danae, Delgado-Gómez, David, Llorente-Fernández, Fernando, Arribas-Gil, Ana

“…Nowadays, across the most important problems faced by health centers are those caused by the existence of patients who do not attend their appointments. Among…”
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Merged Tree-CAT: A fast method for building precise computerized adaptive tests based on decision trees by Rodríguez-Cuadrado, Javier, Delgado-Gómez, David, Laria, Juan C., Rodríguez-Cuadrado, Sara

“…•Merged Tree-CAT, a decision tree-based technique for building CATs is introduced.•The tree growth is controlled by merging branches with similar trait…”
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A systematic review on the application of machine learning models in psychometric questionnaires for the diagnosis of attention deficit hyperactivity disorder by Caselles‐Pina, Lucía, Quesada‐López, Alejandro, Sújar, Aaron, Hernández, Eva María Garzón, Delgado‐Gómez, David

“…Attention deficit hyperactivity disorder is one of the most prevalent neurodevelopmental disorders worldwide. Recent studies show that machine learning has…”
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A Survey of Monte Carlo Methods for Noisy and Costly Densities With Application to Reinforcement Learning and ABC by Llorente, Fernando, Martino, Luca, Read, Jesse, Delgado‐Gómez, David

“…This survey gives an overview of Monte Carlo methodologies using surrogate models, for dealing with densities that are intractable, costly, and/or noisy. This…”
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Assessment of ADHD Subtypes Using Motion Tracking Recognition Based on Stroop Color-Word Tests by Li, Chao, Delgado-Gómez, David, Sujar, Aaron, Wang, Ping, Martin-Moratinos, Marina, Bella-Fernández, Marcos, Masó-Besga, Antonio Eduardo, Peñuelas-Calvo, Inmaculada, Ardoy-Cuadros, Juan, Hernández-Liebo, Paula, Blasco-Fontecilla, Hilario

“…Attention-Deficit/Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder known for its significant heterogeneity and varied symptom presentation…”
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Adherence, frequency, and long‐term follow‐up of video game‐based treatments in patients with attention‐deficit/hyperactivity disorder: A systematic review by Caselles-Pina, Lucía, Sújar, Aaron, Quesada-López, Alejandro, Delgado-Gómez, David

“…BackgroundAttention-deficit/hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children and adolescents. Recent studies show that…”
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Automatic Personality Assessment through Movement Analysis by Delgado-Gómez, David, Masó-Besga, Antonio Eduardo, Aguado, David, Rubio, Victor J, Sujar, Aaron, Bayona, Sofia

“…Obtaining accurate and objective assessments of an individual's personality is vital in many areas including education, medicine, sports and management…”
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Independent Histogram Pursuit for Segmentation of Skin Lesions by Gomez, David Delgado, Butakoff, Constantine, Ersboll, Bjarne KjÆr, Stoecker, William

“…In this paper, an unsupervised algorithm, called the Independent Histogram Pursuit (IHP), for segmenting dermatological lesions is proposed. The algorithm…”
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IMPROVING THE PREDICTIVE ABILITY OF BRIEF-2 QUESTIONNAIRE USED IN MENTAL HEALTH THROUGH DATA SCIENCE by Caselles-Pina, Lucía, Amo, Paula Serna Del, Gómez, David Delgado, Barrigón, María, Migoya-Calvo, Marta

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User profiles of an electronic mental health tool for ecological momentary assessment: MEmind by Barrigón, María Luisa, Berrouiguet, Sofian, Carballo, Juan José, Bonal‐Giménez, Covadonga, Fernández‐Navarro, Pablo, Pfang, Bernadette, Delgado‐Gómez, David, Courtet, Philippe, Aroca, Fuensanta, Lopez‐Castroman, Jorge, Artés‐Rodríguez, Antonio, Baca‐García, Enrique

“…Ecological momentary assessment (EMA) is gaining importance in psychiatry. This article assesses the characteristics of patients who used a new electronic EMA…”
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A data science approach to optimize ADHD assessment with the BRIEF-2 questionnaire by Caselles-Pina, Lucía, del Amo, Paula Serna, Aguado, David, López-Castromán, Jorge, Sanjuán-Antúnez, Juan de Dios, Delgado-Gómez, David

“…Attention deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder. A key challenge associated with this condition is achieving an…”
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Developing Serious Video Games to Treat Attention Deficit Hyperactivity Disorder: Tutorial Guide by Sújar, Aarón, Martín-Moratinos, Marina, Rodrigo-Yanguas, María, Bella-Fernández, Marcos, González-Tardón, Carlos, Delgado-Gómez, David, Blasco-Fontecilla, Hilario

“…Video game–based therapeutic interventions have demonstrated some effectiveness in decreasing the symptoms of attention deficit hyperactivity disorder (ADHD)…”
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Attention Deficit Hyperactivity Disorder Assessment Based on Patient Behavior Exhibited in a Car Video Game: A Pilot Study by Sujar, Aaron, Bayona, Sofia, Delgado-Gómez, David, Miguélez-Fernández, Carolina, Ardoy-Cuadros, Juan, Peñuelas-Calvo, Inmaculada, Baca-García, Enrique, Blasco-Fontecilla, Hilario

“…Symptoms of Attention Deficit Hyperactivity Disorder (ADHD) include excessive activity, difficulty sustaining attention, and inability to act in a reflective…”
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Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach by Laria, Juan C., Delgado-Gómez, David, Peñuelas-Calvo, Inmaculada, Baca-García, Enrique, Lillo, Rosa E.

“…The deep lasso algorithm (dlasso) is introduced as a neural version of the statistical linear lasso algorithm that holds benefits from both methodologies:…”
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Improving the Teaching of Hypothesis Testing Using a Divide-and-Conquer Strategy and Content Exposure Control in a Gamified Environment by Delgado-Gómez, David, González-Landero, Franks, Montes-Botella, Carlos, Sujar, Aaron, Bayona, Sofia, Martino, Luca

“…Hypothesis testing has been pointed out as one of the statistical topics in which students present more misconceptions. In this article, an approach based on…”
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Differences in maternal and paternal age between Schizophrenia and other psychiatric disorders by Lopez-Castroman, Jorge, Gómez, David Delgado, Belloso, Juan José Carballo, Fernandez-Navarro, Pablo, Perez-Rodriguez, M. Mercedes, Villamor, Ignacio Basurte, Navarrete, Francisco Ferre, Ginestar, Consuelo Morant, Currier, Dianne, Torres, Marta Reyes, Navio-Acosta, Mercedes, Saiz-Ruiz, Jerónimo, Jimenez-Arriero, Miguel Angel, Baca-Garcia, Enrique

“…Abstract Advanced parental age has been shown to increase offspring risk for a number of neuropsychiatric disorders including schizophrenia and Down's…”
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Objective Assessment of Attention-Deficit Hyperactivity Disorder (ADHD) Using an Infinite Runner-Based Computer Game: A Pilot Study by Delgado-Gomez, David, Sujar, Aaron, Ardoy-Cuadros, Juan, Bejarano-Gomez, Alejandro, Aguado, David, Miguelez-Fernandez, Carolina, Blasco-Fontecilla, Hilario, Penuelas-Calvo, Inmaculada

“…In the last few years, several computerized tasks have been developed to increase the objectivity of the diagnosis of attention-deficit hyperactivity disorder…”
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A Generalized Linear Joint Trained Framework for Semi-Supervised Learning of Sparse Features by Laria, Juan Carlos, Clemmensen, Line H, Ersboll, Bjarne K, Delgado-Gomez, David

“…The elastic net is among the most widely used types of regularization algorithms, commonly associated with the problem of supervised generalized linear model…”
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Optimality in noisy importance sampling by Llorente, Fernando, Martino, Luca, Read, Jesse, Delgado-Gómez, David

“…Many applications in signal processing and machine learning require the study of probability density functions (pdfs) that can only be accessed through noisy…”
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