MultiBaC: A strategy to remove batch effects between different omic data types

Autor: José Manuel Prats-Montalbán, Ana Conesa, Manuel Ugidos, Alberto Ferrer, Sonia Tarazona

Publikováno v: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname
Digital.CSIC. Repositorio Institucional del CSIC

14 páginas
Diversity of omic technologies has expanded in the last years together with the number of omic data integration strategies. However, multiomic data generation is costly, and many research groups cannot afford research projects where

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::20d15370f358d098e51755b176f5da1a
https://doi.org/10.1177/0962280220907365

Biomarker comparison and selection for prostate cancer detection in Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI)

Autor: Luis Martí-Bonmatí, Roberto Sanz-Requena, Alberto Ferrer, Eric Aguado-Sarrió, Gracián García-Martí, José Manuel Prats-Montalbán

Publikováno v: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname

[EN] In this work, the capability of imaging biomarkers obtained from multivariate curve resolution-alternating least squares (MCR-ALS), in combination with those obtained from first and second-generation pharmacokinetic models, have been studied for

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfe1e9c84c842b1ea9977125c43dfe2c
https://doi.org/10.1016/j.chemolab.2017.04.003

Identification of mechanical damage in the 'Fuji' apple cv. using artificial hyperspectral vision

Autor: José Manuel Prats Montalbán, Oscar Leonardo García Navarrete, Sergio Cubero García

Publikováno v: DYNA, Volume: 86, Issue: 210, Pages: 224-232, Published: JUL 2019
Dyna, Vol 86, Iss 210, Pp 224-232 (2019)

One problem in the post-harvest phase of apples is the mechanical impact damage. Its identification prevents quality issues during storage. The objective was to identify the wavelengths at which damage is detected early in apples of the 'Fuji' cultiv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2097bc1a73a2c7c88fda1cc4c4f4d71d
http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0012-73532019000300224&lng=en&tlng=en

Sparse N-way partial least squares by L1-penalization

Autor: Agustín Lahoz, Juan Carlos García-Cañaveras, David Hervás, Alberto Ferrer, José Manuel Prats-Montalbán

Publikováno v: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
r-IIS La Fe. Repositorio Institucional de Producción Científica del Instituto de Investigación Sanitaria La Fe
instname
RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia

N-PLS, as the natural extension of PIS to N-way structures, tries to maximize the covariance between an (X) under bar and a (Y) under bar N-way data arrays. It provides a useful framework for fitting prediction models to N-way data. However, N-PLS by

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c213aa6c1d07dd4f67464ef1018624f7
https://fundanet.iislafe.san.gva.es/publicaciones/ProdCientif/PublicacionFrw.aspx?id=10178

Diseño de itinerarios de aprendizaje para el desarrollo progresivo de la competencia transversal 'Innovación, creatividad y emprendimiento'

Autor: Maria del Mar Eva Alemany Díaz, Leonor Ruiz Font, MariLuz Gordo, Llanos Cuenca González, Andrés Boza García, Marta Fernández Diego, José Manuel Prats Montalbán, Faustino Alarcón Valero

Publikováno v: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname

[EN] The level with which our students arrive with respect to a certain transversal competence is often unknown and initially presupposed by the teacher. The proposal for innovation and educational improvement presented in this document focuses on th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5da7573b02a7248b8a041fface726a2f
https://doi.org/10.4995/inred2018.2018.8630