PhD Carlos Fernández Lozano  

(AXU-DR)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico
Research lines Bioinformatics and Data Mining
Keywords Bioinformatics, Machine Learning, Feature Selection, Computational Biology, Biomedical Data Science
Contacto UDC directory
Orcid id0000-0003-0413-5677 ResearcherIDD-2469-2014 Scopus55062924200

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Total hours
Applied Computer Science 21
Basic Computer Science 24
Bioinformatics and Biomolecular models 8
Computer Science Preliminaries 38
Computer Security and Legislation 35
Computing as a Service 8.5
Final Project. Mention in Software Engineering 8
Intelligent Systems 40
Quality, Information Security and Computing Audit 14
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Grado en Información e Documentación
7
Basic Computer Science
Engineering Degree in Industrial Design and Product Development
21
Bioinformatics and Biomolecular models
Master's in Molecular Cellular and Genetic Biology
8
Computer Science Preliminaries
Degree in Computer Engineering
40
Computer Systems Security
Degree in Computer Engineering
Master's in Computer Engineering
12
Degree Thesis Project
Computer Engineering
7
Final Project. Mention in Software Engineering
Degree in Computer Engineering
4
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
33
Quality, Information Security and Computing Audit
Master's in Computer Engineering
35
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Degree in Information and Documentation
Grado en Información e Documentación
21
Bioinformatics and Biomolecular models
Master's in Molecular Cellular and Genetic Biology
8
Computer Graphics and Visualization
Degree in Computer Engineering
25
Computer Science Preliminaries
Degree in Computer Engineering
88
Computer Systems Security
Degree in Computer Engineering
Master's in Computer Engineering
12
Development Frameworks
Degree in Computer Engineering
30
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
84
Retrieval and Evaluation of Electronic Information
Degree in Information and Documentation
Grado en Información e Documentación
32
Subject and involved studies Total hours
Networks
Degree in Computer Engineering
90

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
10:00 a 14:00
Edificio área científica. Despacho 1.07
2nd quarter Wednesday
10:00 a 14:00
Edificio área científica. Despacho 1.07

Faculty of Humanities

Quarter Day Site
1st quarter Tuesday
11:30 a 12:30
Despacho 12

University College of Industrial Design

Quarter Day Site
1st quarter Thursday
11:30 a 12:30
Despacho 12

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Web application for calculation and identification of drug-induced valvular damage in histological section image
Wireless intrusion prevention system based on Wi-Fi technology
Environmental monitoring device management system
tiedTEA - Intelligent device for controlling the proximity for children with autism spectrum disorder
Datasets automated analysis using Machine Learning techniques

Research results

Select merit type and year to query research merits.

Proyecto Colaborativo de Integración de datos Genómicos (CICLOGEN). Técnicas de data mining y docking molecular para análisis de datos integrativos en cáncer de colon.

Funding entity Ministerio de Economía, Industria y Competitividad
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2020

Axudas para a consolidación e estruturación de unidades de investigación competitivas: Rede Galega de Investigación sobre Cancro Colorrectal (REGICC) .

Funding entity Consellería de Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 25/10/2017 to 31/12/2019

Asesoramento na implantación de tecnoloxías Big Data e técnicas de Minería de Datos

Funding entity FUNDACIÓN PROFESOR NOVOA SANTOS
Main researches José Carlos Dafonte Vázquez, Francisco Javier Nóvoa de Manuel
Type Contrato
Dates From 04/07/2017 to 03/09/2017

Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches M. G. Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2016 to 30/11/2019

Adaptación del software ARDEC-INTIC, de una Librería de AAGG de propósito general para la resolución de problemas y del motor de diseño asistido basado en Morfogénesis Genética aplicada sobre nubes de puntos desarrollados todos ellos por investigadores de la UDC, del grupo RNASA-IMEDIR, al sistema informático de la empresa CONSIGA PROJECTS S.L.

Funding entity CONSIGA PROJECTS S.L
Main researches Alejandro Pazos Sierra
Type Contrato
Dates From 30/12/2015 to 30/06/2016

Red Gallega de Investigacion sobre Cáncer Colorectal (REGICC)

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 01/01/2014 to 31/12/2015

Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 17/10/2014 to 17/10/2017

Proyecto Colaborativo en Informática Médica (CIMED). Innovación científico/técnica para la mejora de la asistencia y gestión de pacientes con seguimiento prolongado

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/09/2013 to 01/09/2016

Plataforma HPC-PLUS para aplicaciones biomédicas

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/01/2013 to 12/07/2017

Axuda para a consolidación e estructuración de unidades de investigación competitivas do SUG. Agrupación estratéxica CITIC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Bertha Guijarro Berdiñas
Type Proyecto Otros Programas
Dates From 01/01/2012 to 31/12/2013

Consolidacion y estructuración de unidades de investigación competitivas del Sistema Universitario de Galicia. Grupo RNASA-IMEDIR

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 19/08/2011 to 18/08/2014

Desarrollo de un sistema de impresión DICOM de bajo coste utilizando impresoras convencionales

Funding entity M3M Europa, SL
Main researches Alejandro Pazos Sierra
Type Contrato
Dates From 07/11/2011 to 07/11/2013

Desenvolvemento de novas técnicas de análise de imaxes de xeles 2d para investigación biomédica

Type Proyecto Otros Programas
Dates From 14/12/2010 to 13/12/2013

PHR2.0: Registro Personal de Salud en web 2.0

Funding entity Ministerio de Industria, Turismo y Comercio
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/10/2009 to 30/09/2011

Modelización del funcionamiento en términos cuantitativos y cualitativos de cuencas rurales y urbanas mediante técnicas de computación evolutiva

Funding entity Ministerio de Educación y Ciencia
Main researches Jerónimo Puertas Agudo
Type Proyecto Programas Nacionales
Dates From 01/10/2007 to 30/09/2010

Sistema celular artificial para procesado de información y crecimiento de estructuras

Funding entity Ministerio de Educación y Ciencia (MEC)
Main researches Julián Dorado De La Calle
Type Proyecto Programas Nacionales
Dates From 01/10/2006 to 30/09/2009

Herramienta para el cálculo de métricas en imagen de corte histológico para la identificación de posibles daños valvulares inducidos por fármacos - VALVCALC

Type Software Registrado
Entity Universidade da Coruña
Authors Pazos, A., Dorado, J., M. Gestal, Cristian Robert Munteanu, Carlos Fernandez Lozano, Estefania Sande Castro, José Antonio Seoane Fernández, María Isabel Loza, José Manuel Brea Floriani, Norberto Ezquerra  , Ainhoa Gutiérrez Nieto, Alvarellos, A.
Application date 22/03/2017

Sistema de impresion DICOM de bajo coste utilizando impresoras convencionales

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Alejandro Pazos Sierra, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Javier Pereira Loureiro, Ana Belen Porto Pazos, Carlos Fernández Lozano, José Antonio Seoane Fernández, Alba Cabarcos Bermudez, Alberto Jose Alvarellos Gonzalez, Estefania Sande Castro
Application date 02/02/2012

Molecular Blockmatching method for gel image analysis

Type Patente
Entity Universidade da Coruña (UDC)
Authors Cristian Robert Munteanu, Alejandro Pazos Sierra, Julián Dorado de la Calle, Francisco Javier Blanco García, Javier Pereira Loureiro, Juan Ramón Rabuñal Dopico, Cristina Ruiz Romero, José Antonio Seoane Fernández, Ana María Freire Veiga, Enrique Fernández Blanco, Álvaro Rodríguez Tajes, Carlos Fernández Lozano, Ana Belen Porto Pazos
Application date 24/04/2012

Librería de AAGG de propósito general para la resolución de problemas

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Vanessa Aguiar Pulido, Carlos Fernández Lozano, José Antonio Seoane Fernández, Daniel Rivero Cebrián, Marcos Gestal, Javier Pereira Loureiro, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra
Application date 27/09/2011

Molecular Block-Matching Method for Gel Image Analysis

Type Patente
Entity Universidade da Coruña (UDC)
Authors Alejandro Pazos Sierra, Julián Dorado de la Calle, Francisco Blanco Garcia, Juan Ramón Rabuñal Dopico, Cristina Ruiz Romero, José Antonio Seoane Fernández, Ana María Freire Vega, Alvaro Rodriguez Tajes, Carlos Fernández Lozano, Enrique Fernández Blanco, Javier Pereira Loureiro, Cristian Munteanu, Ana Belén Porto Pazos
Application date 24/04/2011
Approval date 25/11/2014

Automatic multiscale vascular image segmentation algorithm for Coronary Angiography IF:2,783 Q2

Authors Adrian Carballal Mato, Francisco Javier Nóvoa De Manuel, Carlos Fernández Lozano, GARCIA-GUIMARAES, MM, Guillermo Aldama Lopez, Ramón Calviño, Jose Manuel Vazquez Rodriguez, Alejandro Pazos Sierra
Journal Biomedical Signal Processing and Control

Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity. IF: 2.981 (Q1)

Authors Yong Liu, Shaoxun Tang, Carlos Fernández Lozano, C. Munteanu, Alejandro Pazos Sierra, Yi-zun yu, Zhiliang Tan, Humberto González Díaz
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 72 (pages 306 to 316)

A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer. IF: 2.755 (Q2)

Authors Raul Alonso-Calvo, Sergio Paraiso-Medina, Perez-Rey, David, Enrique Alonso-Oset, Ruud van Stiphout, Sheng Yu, Marian Taylor, Francesca Buffa, Francesca Buffa, Fernandez-Lozano, Carlos, Alejandro Pazos Sierra, Victor Maojo
Journal COMPUTERS IN BIOLOGY AND MEDICINE

Experimental study and ANN dual-time scale perturbation model of electrokinetic properties of microbiota (IF: 4,076; Q1)

Authors Yong Liu, Cristian R. Munteanu, Carlos Fernandez Lozano, Alejandro Pazos Sierra, Tao Ran, Zhiliang Tan, Yizun Yu, Chuanshe Zhou, Shaoxun Tang, Gonzalez-Diaz, Humberto
Journal Frontiers in Microbiology Vol. 8 (pages 1216 to 1216)
DOI https://doi.org/10.3389/fmicb.2017.01216

Authentication of tequilas using pattern recognition and supervised Classification IF 7,034 Q1

Authors Pérez-Caballero, L., Andrade, J. M., Olmos, P., Molina, Y., Jiménez, I., Durán, J.J., Fernandez-Lozano, C., Miguel-Cruz, F.
Journal TRAC-TRENDS IN ANALYTICAL CHEMISTRY (pages 117 to 129)

Using Genetic Algorithms to improve Support Vector Regression in the analysis of Atomic spectra of Lubricant Oils IF:1.495

Authors Carlos Fernández Lozano, Francisco Abel Cedrón Santaeufemia, Daniel Rivero Cebrián, Julián Dorado de la Calle, José Manuel Andrade Garda, Alejandro Pazos Sierra, Marcos Gestal Pose
Journal ENGINEERING COMPUTATIONS Vol. 33 Num. 4 (pages 995 to 1005)

Texture analysis in gel electrophoresis images using an integrative kernel-based approach. (Q1) IF: 5.578

Authors Carlos Fernández Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julián Dorado, Alejandro Pazos Sierra, Colin Campbell, Julián Dorado
Journal Scientific Reports Vol. 6 Num. Art. 9256 (pages 1 to 13)

A methodology for the design of experiments in computational intelligence with multiple regression models. IF: 2.183 (Q1)

Authors Carlos Fernandez Lozano, Marcos Gestal Pose, Cristian R. Munteanu, Julián Dorado de la Calle, Alejandro Pazos Sierra
Journal PEERJ Vol. 4:e2721 (pages 1 to 22)

Classification of signaling proteins based on molecular star graph descriptors using machine-learning models - IF: 2.049 (Q1)

Authors Carlos Fernández Lozano, Ruben F. Cuiña, José Antonio Seoane Fernández, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Cristian R. Munteanu
Journal JOURNAL OF THEORETICAL BIOLOGY Vol. 384 (pages 50 to 58)
DOI https://doi.org/10.1016/j.jtbi.2015.07.038

Classification of mild cognitive impairment and Alzheimer¿s disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data (Q1, IF: 2.240)

Authors Cristian R. Munteanu, Carlos Fernández Lozano, Virginia Mato Abad, Salvador Pita, Juan Álvarez-Linera, Juan Antonio Hernández Tamames, Alejandro Pazos Sierra
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 42 (pages 6205 to 6214)
DOI https://doi.org/10.1016/j.eswa.2015.03.011

Texture classification using feature selection and kernel based techniques (IF: 1.304, Q2)

Authors Fernandez-Lozano, C., J. Seoane, Marcos Gestal, T. R. Gaunt, J. Dorado, C. Campbell
Journal Soft Computing Vol. 19 Num. 9 (pages 2469 to 2480)
DOI https://doi.org/10.1007/s00500-014-1573-5

RRegrs: An R package for Computer-aided Model Selection with Multiple Regression Models (Q1) IF: 4.547

Authors Georgia Tsiliki, Cristian R. Munteanu, Antonio Seoane, Carlos Fernández Lozano, Haralambos Sarimveis, Egon Willighagen
Journal Journal of Cheminformatics Vol. 7 (pages 46 to 62)
DOI https://doi.org/10.1186/s13321-015-0094-2

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications - IF: 0.770 (Q4)

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Marcos Gestal, Carlos Fernández Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado
Journal CURRENT BIOINFORMATICS Vol. 10 Num. 5 (pages 672 to 691)
DOI https://doi.org/10.2174/1574893610666151008012923

Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein-Protein and Protein-Nucleic Acid Interfaces (Q1, IF: 3.738)

Authors Cristian R. Munteanu, Antonio Cesar Pimenta, Carlos Fernández Lozano, André Melo, M. Natália D. S. Cordeiro, Irina Sousa Moreira
Journal JOURNAL OF CHEMICAL INFORMATION AND MODELING Vol. 55 Num. 5 (pages 1077 to 1086)
DOI https://doi.org/10.1021/ci500760m

Markov Mean Properties for Cell Death-Related Protein Classification. IF: 2.303 (Q1)

Authors C. Fernández, M. Gestal, H. González-Díaz, J. Dorado, A. Pazos, Cristian Robert Munteanu
Journal JOURNAL OF THEORETICAL BIOLOGY Num. 21 (pages 0 to 12)
DOI https://doi.org/10.1016/j.jtbi.2014.01.033

Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models. IF: 2.305 (Q2)

Authors Rodriguez, Alvaro, Fernandez-Lozano, Carlos, Julián Dorado de la Calle, Rabunal, Juan R.
Journal Analytical Biochemistry Vol. 454 (pages 53 to 59)
DOI https://doi.org/10.1016/j.ab.2014.02.027

Improving Enzyme Regulatory Protein Classification by means of SVM-RFE Feature Selection - IF: 3.183 (Q2)

Authors Carlos Fernández Lozano, Enrique Fernández Blanco, Kirtan Dave, Mª de las Nieves Pedreira Souto, Marcos Gestal, Julián Dorado de la Calle, Cristian Robert Munteanu
Journal MOLECULAR BIOSYSTEMS Vol. 10 (pages 0 to 0)

Texture Classification of Proteins using Support Vector Machines and Bio-Inspired Metaheuristics

Authors Carlos Fernández Lozano, Pablo Mesejo Santiago, José Antonio Seoane Fernández, Youssef Nashed, Stefano Cagnoni, Julián Dorado
Journal COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Vol. 452 (pages 1 to 14)
DOI https://doi.org/10.1007/978-3-662-44485-6_9

Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification. IF: 1.219 (Q2)

Authors Carlos Fernández Lozano, C. Canto, Marcos Gestal Pose, J.M. Andrade, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra
Journal The Scientificworld Journal Vol. 2013 (pages 1 to 13)
DOI https://doi.org/10.1155/2013/982438

High Order Texture-Based Analysis in Biomedical Images. IF: 1.059 (Q4)

Authors Fernandez-Lozano, Carlos, Marcos Gestal, Mª de las Nieves Pedreira Souto, Julián Dorado de la Calle, Alejandro Pazos Sierra
Journal CURRENT MEDICAL IMAGING REVIEWS Vol. 9 Num. 4 (pages 309 to 317)

Kernel-based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices -- IF: 3.453 (Q1)

Authors Fernandez-Lozano, Carlos, Marcos Gestal, Mª de las Nieves Pedreira Souto, Lucian Postelnicu, Julián Dorado de la Calle, Cristian Robert Munteanu
Journal CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 13 Num. 14 (pages 1681 to 1691)
DOI https://doi.org/10.2174/15680266113139990119

Applied Computational Techniques on Schizophrenia using genetic mutations. IF: 3.453 (Q1)

Authors Vanessa Aguiar Pulido, Marcos Gestal, Carlos Fernández Lozano, Daniel Rivero Cebrián, Cristian Robert Munteanu
Journal CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 13 Num. 5 (pages 675 to 684)
DOI https://doi.org/10.2174/1568026611313050010

Genetic Based Spot Detection Method in Two-Dimensional Electrophoresis Images

Authors Carlos Fernandez, Seoane, Jose A., Daniel Rivero Cebrián, Julián Dorado
Journal International Journal Information Technologies & Knowledge Vol. 7 Num. 1 (pages 72 to 82)

Spot matching in 2D electrophoresis experiments. SJR: 0.157

Authors Carlos Fernández Lozano, Álvaro Rodríguez Tajes, Cristina Ruiz Romero, José Antonio Seoane Fernández
Journal INTERNATIONAL JOURNAL OF DATA ANALYSIS TECHNIQUES AND STRATEGIES Vol. 5 Num. 2 (pages 198 to 213)
DOI https://doi.org/10.1504/ijdats.2013.053681

Non-rigid motion estimation using Block-Matching Techniques

Authors Alvaro Rodriguez Tajes, Carlos Fernández Lozano, Juan Ramón Rabuñal Dopico
Editors Juan Ramón Rabuñal Dopico
Publishing Lambert Academic Publishing GmbH & Co. KG, Saarbrücken (Alemania)
ISBN 978-3-659-13941-3

Machine Learning in Biomedical Informatics

Authors Carlos Fernández Lozano. Adrian Carballal Mato. C. R. Munteanu. Gestal, M.. Victor Maojo. Alejandro Pazos Sierra
Book Reference Module in Biomedical Sciences
Publishing: Elsevier.
ISBN: 978-0-12-801238-3
Pages From 1 to 1

La proteomica en el estudio del cancer colorrectal y otros tipos de tumores

Authors Ana María Freire Veiga. José Antonio Seoane Fernández. Carlos Fernández Lozano. Cristina Ruiz Romero. Julián Dorado de la Calle. Alejandro Pazos Sierra
Book Tecnologías NBIC en Salud. El papel protagonista de la nanociencia. Aplicación de especial interés al cáncer colorrectal
Publishing: Ciencia y Tecnología para el Desarrollo CYTED.
ISBN: 978-84-15413-15-8
Pages From 81 to 94

Introducción al análisis de datos biomédicos con técnicas de aprendizaje máquina

Authors José Antonio Seoane Fernández. Carlos Fernández Lozano. Julián Dorado
Book Advances in biomedical informatics: COMBIOMED
Publishing: Fundación de la Universidad de A Coruña.
ISBN: 978-84-9749-477-9
Pages From 125 to 143

Analysis of Chronic Kidney Disease Data in Peritoneal Dialysis Patients (PD) using Artificial Intelligence Techniques
17 Congress of the International Society of Peritoneal Dialysis 2018
International

Authors Alejandro Pazos Sierra, Carlos Fernández Lozano, Manuel Fidalgo Díaz, Iyad Abuward Abu-Sharkh, Cándido Díaz Rodríguez, Rafael Alonso Valente
Place Vancouver (Canadá)

Evaluation as a continuous improvement process in the learning of programming languages
International Joint Conference SOCO 18-CISIS 18-ICEUTE 18
International

Authors Marcos Gestal, Carlos Fernández Lozano, C. R. Munteanu, Juan Rabuñal, Julián Dorado
Organization Universidad del País Vasco
Place Donostia-San Sebastián (España)

Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación
Actas XXIV Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2018)
National

Authors Marcos Gestal, Carlos Fernández Lozano, Cristian Robert Munteanu, Juan Ramón Rabuñal Dopico, Julián Dorado
Place Barcelona (España)

HPC-PLUS platform for biomedical applications
VIII Spanish Drug Discovery Network Meeting
International

Authors Francisco Cedron-Santaeufemia, Enrique Fernandez-Blanco, Carlos Fernandez Lozano, Cristian R. Munteanu, Alejandro Pazos Sierra
Organization SLAS Meeting
Place Santiago de Compostela (España)

Análisis actual de datos desde la metagenómica a la integración de datos ómicos
Sesión impartida en el Complejo hospitalario universitario Juan Canalejo (A Coruña)
National

Authors Carlos Fernandez Lozano
Organization Complejo hospitalario universitario Juan Canalejo (A Coruña)
Place Coruña, A (España)

AlzPred-SVV: Free Web Tool for Alzheimer Prediction using Spectroscopy Voxel Volume
MOL2NET, International Conference on Multidisciplinary Sciences
International

Authors Virginia Mato Abad, Cristian Munteanu, Carlos Fernández Lozano, Alejandro Pazos Sierra
Place Bilbao (España)
DOI https://doi.org/10.3390/mol2net-1-f007

Solvent Accessible Surface Area Hot-Spot Detection Method
MOL2NET, International Conference on Multidisciplinary Sciences, 25 December 2016¿25 January 2017
International

Authors Cristian R. Munteanu, António Pimenta, Carlos Fernandez Lozano, André Melo, M. Natália D. S. Cordeiro, Irina Sousa Moreira
Place Bilbao (España)
DOI https://doi.org/10.3390/mol2net-1-f012

Using the RRegrs R package for automating predictive modelling
MOL2NET, International Conference on Multidisciplinary Sciences
International

Authors Georgia Tsiliki, Cristian R. Munteanu, Seoane, Jose A., Carlos Fernandez Lozano, Haralambos Sarimveis, Egon Willighagen
Place Bilbao (España)
DOI https://doi.org/10.3390/mol2net-1-f009

Texture Classification using Kernel-Based Techniques -- CORE B
International Work Conference on Artificial Neural Network (IWANN 2013)
International

Authors Carlos Fernández Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Colin Campbell
Organization Iwann
Place Puerto de la Cruz (España)

A Texture-Based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images. CORE C
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International

Authors Carlos Fernandez Lozano, José Antonio Seoane Fernández, Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado, Alejandro Pazos Sierra
Organization INSTICC
Place Barcelona (España)

Anonymizing patient genomic data for public sharing association studies. CORE B
MedInfo 2013
International

Authors Carlos Fernández Lozano, Guillermo H. Lopez Campos, José Antonio Seoane Fernández, Victoria Lopez Alonso, Julián Dorado de la Calle, Fernando Martín Sánchez, Alejandro Pazos Sierra
Organization IMIA
Place Copenhague (Dinamarca)

2D-PAGE Texture classification using support vector machines and genetic algorithms. An hybrid approach for texture image analysis
6th International Joint Conference on Biomedical Engineering Systems and Technologies
International

Authors Carlos Fernández Lozano, José Antonio Seoane Fernández, Pablo Mesejo Santiago, Youssef Nashed, Stefano Cagnoni, Julián Dorado
Place Barcelona (España)

Analysis of Deformation Processes Using Block-Matching Techniques. CORE C
VISAPP 2012, International Conference on Computer Vision Theory and Applications
International

Authors Rodriguez, A., Fernandez-Lozano, C., Seoane, J.-A., Rabuñal, J., Dorado, J.
Place Roma (Italia)

Identificación de proteínas en imágenes de geles 2D utilizando DoG y algoritmos genéticos
MAEB 2012 - VIII Congreso Español sobre metaheurísticas, algoritmos evolutivos y bioinspirados
National

Authors Carlos Fernández Lozano, José Antonio Seoane Fernández, Alberto Alvarellos González, Julián Dorado de la Calle
Organization UNIVERSIDAD DE CASTILLA-LA MANCHA
Place Albacete (España)

Motion Estimation in Real Deformation Processes Based on Block-Matching Techniques
ISSPIT 2011, IEEE International Symposium on Signal Processing and Information Technology
International

Authors Rodriguez, A., Fernandez-Lozano, C., Seoane, J.-A., Rabuñal, J., Dorado, J.
Organization IEEE Computer Society
Place Bilbao (España)