A review on machine learning approaches and trends in drug discovery

Autor: Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodríguez-Fernández, Francisco Cedrón, Francisco J. Novoa, Adrian Carballal, Victor Maojo, Alejandro Pazos, Carlos Fernandez-Lozano

Publikováno v: Computational and Structural Biotechnology Journal, Vol 19, Iss , Pp 4538-4558 (2021)

Drug discovery aims at finding new compounds with specific chemical properties for the treatment of diseases. In the last years, the approach used in this search presents an important component in computer science with the skyrocketing of machine lea

Externí odkaz: https://doaj.org/article/17bf6fbfcf45455bab494ce85bbfe43c

Minimal neural network topology optimization for aesthetic classification

Autor: Francisco Cedrón, Juan Romero, Adrian Carballal, Antonino Santos, Iria Santos

Publikováno v: Neural Computing and Applications. 33:107-119

In this article, a minimum neural network topology in terms of units and connections (neurons and weights), making visual aesthetically categorized images, will be identified. For this purpose, an analysis to compact the initial neural network will b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::485793cd47145e80ed920d5825a79994
https://doi.org/10.1007/s00521-020-05550-x

Design of a neuroastrocytic model with dopaminergic NT modulated by astrocytes in the Prefrontal Cortex

Autor: Sara Álvarez González, Francisco Cedrón Santaeufemia

Publikováno v: Proceedings of MOL2NET'21, Conference on Molecular, Biomedical & Computational Sciences and Engineering, 7th ed..

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f0a03847b790d0ef65902196766d72cf
https://doi.org/10.3390/mol2net-07-11852

First Multiplatform Application for Pharmacies in Spain, Which Guides the Prescription of Probiotics According to Pathology

Autor: Francisco Cedrón, Ana B. Porto-Pazos, Sara Alvarez-Gonzalez, Alejandro Pazos, Jose Rodriguez-Fernandez

Publikováno v: Applied Sciences
Volume 11
Issue 4
RUC: Repositorio da Universidade da Coruña
Universidade da Coruña (UDC)
Applied Sciences, Vol 11, Iss 1572, p 1572 (2021)
RUC. Repositorio da Universidade da Coruña
Universitat Oberta de Catalunya (UOC)

[Abstract] The study of the intestinal microbiota is one of the biggest challenges in the current clinical environment. In this context, probiotics have been a focus of interest to achieve the stability of the intestinal microbiota, due to probiotics

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::791fe455c351b74fba54ac458fd824c4

Shiny Dashboard for Monitoring the COVID-19 Pandemic in Spain

Autor: Carlos Fernandez-Lozano, Francisco Cedrón

Publikováno v: RUC. Repositorio da Universidade da Coruña
Universitat Oberta de Catalunya (UOC)
RUC: Repositorio da Universidade da Coruña
Universidade da Coruña (UDC)

[Abstract] Real-time monitoring of events such as the recent pandemic caused by COVID-19, as well as the visualization of the effects produced by its expansion, has highlighted the need to join forces in fields already widely used to working hand in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d66a5decc310be7a0e3a6220a80c355d
https://doi.org/10.3390/proceedings2020054023