default author photo

María Gabriela Fernández-Manteca

Instituto de Investigación Sanitaria Valdecilla (IDIVAL)

SCHOLARLY PAPERS

2

DOWNLOADS

95

TOTAL CITATIONS

2

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Comprehensive Raman Spectroscopy Analysis for Differentiating Toxic Cyanobacteria Through Multichannel 1d-Cnns and Shap-Based Explainability

Number of pages: 22 Posted: 08 Jan 2025
María Gabriela Fernández-Manteca, Borja García García, Susana Deus Álvarez, Celia Gómez Galdós, Andrea Pérez Asensio, José Francisco Algorri, Agustín P. Monteoliva Herreras, José Miguel López-Higuera, Luis Rodríguez-Cobo, Alain A. Ocampo-Sosa and Adolfo Cobo
Instituto de Investigación Sanitaria Valdecilla (IDIVAL), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Cantabria, Instituto de Salud Carlos III, Instituto de Investigación Sanitaria Valdecilla (IDIVAL) and University of Cantabria
Downloads 54 (1,020,567)

Abstract:

Loading...

Cyanobacteria detection, Raman spectroscopy, One-dimensional Convolutional Neural Networks, Harmful Algal Blooms, Water quality monitoring, Shapley Additive Explanations.

2.

Identification of Hypermucoviscous Klebsiella Pneumoniae K1, K2, K54 and K57 Capsular Serotypes by Raman Spectroscopy

Number of pages: 29 Posted: 15 Feb 2024
María Gabriela Fernández-Manteca, Alain A. Ocampo-Sosa, Domingo Fernandez Vecilla, María Siller Ruiz, María Pía Roiz, Fidel Madrazo, Jorge Rodríguez-Grande, Jorge Calvo, Luis Rodríguez-Cobo, José Miguel López-Higuera, María Carmen Fariñas and Adolfo Cobo
Instituto de Investigación Sanitaria Valdecilla (IDIVAL), Instituto de Investigación Sanitaria Valdecilla (IDIVAL), Basurto University Hospital, Instituto de Investigación Sanitaria Valdecilla (IDIVAL), Instituto de Investigación Sanitaria Valdecilla (IDIVAL), Instituto de Investigación Sanitaria Valdecilla (IDIVAL), Instituto de Investigación Sanitaria Valdecilla (IDIVAL), University Hospital Marqués de Valdecilla - Microbiology Department, Instituto de Salud Carlos III, University of Cantabria, Instituto de Investigación Sanitaria Valdecilla (IDIVAL) and University of Cantabria
Downloads 41 (1,170,409)
Citation 2

Abstract:

Loading...

Raman Spectroscopy, hypermucoviscous/hypervirulent Klebsiella pneumoniae, capsular serotype, Machine Learning, convolutional neural network