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Browsing by Author "Hervás Marín, David"

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Browsing by Author "Hervás Marín, David"

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    Sparse N-way partial least squares with R package sNPLS 
    Hervás-Marín, David; Prats-Montalbán, José Manuel; Lahoz Rodríguez, Agustín Gerardo; Ferrer, Alberto (Elsevier, 2018)
    [EN] We introduce the R package sNPLS that performs N-way partial least squares (N-PLS) regression and Sparse (L1-penalized) N-PLS regression in three-way arrays. N-PLS regression is superior to other methods for three-way ...
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    Understanding the course of attention deficit hyperactivity disorder in children born after a threatened preterm labor: a 6-year cohort study 
    Buesa, Julia; Lizaran, Marta; Almansa, Belén; Ghosn, Farah; Campos-Berga, Laura; Hervás-Marín, David; Andreu, Julia; Sierra, Pilar; Livianos, Lorenzo; Vento, Máximo; Diago, Vicente; García-Blanco, Ana (Elsevier BV, 2024-03)
    [EN] BACKGROUND: Recent research suggests that children born after suspected preterm labor may observe a potential cluster with different attention deficit hyperactivity disorder features, depending on the time of birth. ...
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    Use of multivariate statistical methods for the analysis of metabolomic data 
    Hervás Marín, David (Universitat Politècnica de València, 2019-11-12)
    [ES] En las últimas décadas los avances tecnológicos han tenido como consecuencia la generación de una creciente cantidad de datos en el campo de la biología y la biomedicina. A día de hoy, las así llamadas tecnologías ...
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    Validation of motor and functional scales for the evaluation of adult patients with 5q spinal muscular atrophy 
    Vázquez-Costa, Juan F.; Povedano, Mónica; Nascimiento-Osorio, Andrés E.; Moreno Escribano, Antonio; Kapetanovic Garcia, Solange; Dominguez, Raúl; Exposito, Jessica M.; González, Laura; Marco, Carla; Medina Castillo, Julita; Muelas, Nuria; Natera de Benito, Daniel; Ñungo Garzón, Nancy Carolina; Pitarch Castellano, Inmaculada; Sevilla, Teresa; Hervás-Marín, David (Blackwell Publishing, 2022-12)
    [EN] Background and purpose Mos scales currently used to evaluate spinal muscular atrophy (SMA) patients have only been validated in children. The aim of this study was to assess the construct validity and responsiveness ...
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    Virtual Screening of Small Molecules Targeting BCL2 with Machine Learning, Molecular Docking, and MD Simulation 
    Tondar, Abtin; Sánchez-Herrero, Sergio; Bepari, Asim Kumar; Bahmani, Amir; Calvet Liñán, Laura; Hervás-Marín, David (MDPI AG, 2024-05)
    [EN] This study aimed to identify potential BCL-2 small molecule inhibitors using deep neural networks (DNN) and random forest (RF), algorithms as well as molecular docking and molecular dynamics (MD) simulations to screen ...