AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.EXCELENCIA 2022
| Funding entity | Consellería de Educación |
| Main researches | Óscar Ibáñez Panizo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2026 |
| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research unit Machine learning lab in life sciences |
| Research lines | Bioinformatics and Data Mining |
| Keywords | Bioinformatics, Machine Learning, Computational Biology, Artificial Intelligence |
| Teaching merits evaluation | 1 five years period(s) |
| Research merits evaluation | 2 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0003-0413-5677 ResearcherIDD-2469-2014 Scopus55062924200 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation
Degree in Data Science and Engineering
|
Compulsory | 0 | 3 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 1 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 1 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 2 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 17.3333333333333 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Computer Security and Legislation | Compulsory | 0 | 108 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 14 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 28 |
| Master's Dissertation | Compulsory | 0 | 2 |
| Master's Dissertation | Compulsory | 0 | 4 |
| Omics Data Management and Modeling | Optional | 0 | 42 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computer Security and Legislation
Degree in Computer Engineering
|
Compulsory | 0 | 75 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 40 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 12 |
|
Omics Data Management and Modeling
Degree in Data Science and Engineering
|
Optional | 0 | 42 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Bioinformatics and Biomolecular models
Master's in Molecular Cellular and Genetic Biology
|
Optional | 0 | 8 |
|
Computer Security and Legislation
Degree in Computer Engineering
|
Compulsory | 0 | 65 |
|
Computing as a Service
Master's in Computer Engineering
|
Compulsory | 0 | 13 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Fundamentals of Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 7.5 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 21 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 6.66 |
|
Work Placement
Master in Bioinformatics for Health Sciences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 0.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Bioinformatics and Biomolecular models
Master's in Molecular Cellular and Genetic Biology
|
Optional | 0 | 8 |
|
Computer Security and Legislation
Degree in Computer Engineering
|
Compulsory | 0 | 65 |
|
Computing as a Service
Master's in Computer Engineering
|
Compulsory | 0 | 13 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Fundamentals of Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 12.5 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 14 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 40 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 12 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Bioinformatics and Biomolecular models
Master's in Molecular Cellular and Genetic Biology
|
Optional | 0 | 8 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 28 |
|
Computer Security and Legislation
Degree in Computer Engineering
|
Compulsory | 0 | 33 |
|
Computing as a Service
Master's in Computer Engineering
|
Compulsory | 0 | 13 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Fundamentals of Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 12.5 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 27 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 40 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 12 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
10:00 a 12:00 |
Edificio área científica. Despacho 1.07 |
| 1st quarter |
Wednesday
10:00 a 12:00 |
Edificio área científica. Despacho 1.07 |
| 2nd quarter |
Wednesday
10:30 a 14:30 |
Edificio área científica. Despacho 1.07 |
Directed or codirected by current teacher since 2013 year.
| Single cell RNA-seq analysis to improve breast cancer subtype classiï¬cation |
| Application of clustering techniques as a previous step to anomaly detection in software defined networks |
| Comparison of machine learning techniques with a collaborative filtering system using amazon CD and vynil reviews |
| Deep Learning and Digital Pathology: Development of a Predictive Model for Response to Immunotherapy in Renal Cell Carcinoma |
| Development of a bioinformatics pipeline for the genetic analysis of traceability |
| Omic-wide studies of intermediate phenotypes in colorectal cancer |
| Study of Connexin 43 gene expression in metastatic melanoma under the effect of Dabrafenib and Trametinib (BRAF/MEK) inhibitors and Connexin 43 overexpression |
| Study of the relationship between neddylation and alternative splicing in Schwann cell myelination |
| Analysis by convolutional networks of histopathology images for genomic subtyping in breast cancer |
| Identification of genes associated with poorer prognosis in breast cancer using autoencoders |
| Transcriptomic Determinants for Personalized Immunotherapy in Urothelial Carcinoma |
| Web application for the management and organization of sport activities and sport venues. |
| Web Application for the management of External APIs Library |
| Web application for the sale of agricultural products and management of working hours |
| Analysis of virulence factors in Klebsiella Pneumoniae with machine learning techniques |
| Complete implementation of a corporate web site using stacks |
| Design and implementation of a mobile application for monitoring attention deficit hyperactivity disorder (ADHD) |
| DHCP and DNS-based identification and intrusion prevention system |
| Environmental monitoring system and automation of irrigation system based on IoT |
| Gynecology Patient Management System |
| Laboratory management, calculation and control tool of the veterinary medicine and food contaminants residue limits |
| Online bookshop |
| Web application for predicting routes with deep learning models |
| Web application for predicting routes with deep learning models |
| Web application to help the adoption of a pet |
| Emulation of wearables devices and smart remote monitoring of pediatric patients |
| Machine Learning based analysis of metagenomic profiles for stratification of patients affected by type I diabetes |
| Web application for calculation and identification of drug-induced valvular damage in histological section image |
| Wireless intrusion prevention system based on Wi-Fi technology |
Select merit type and year to query research merits.
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.EXCELENCIA 2022
| Funding entity | Consellería de Educación |
| Main researches | Óscar Ibáñez Panizo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2026 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022
| Funding entity | Consellería de Educación |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2025 |
ANÁLISIS, VALIDACIÓN Y CONTRASTE DE LOS MODELOS DE SIMULACIÓN DISEÑADOS AD HOC CON DATOS ABIERTOS (OPEN DATA) Y LOS MODELOS PREDICTIVOS BASADOS EN DATOS REALES (SERGAS),
| Funding entity | Fundación Biomédica Galicia Sur |
| Main researches | Carlos Fernández Lozano |
| Type | Contrato |
| Dates | From 20/09/2021 to 20/09/2022 |
Predicción Cooperativa
| Funding entity | CONFERENCIA DE RECTORES DE LAS UNIVERSIDADES ESPAÑOLAS (CRUE) |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Otros Programas |
| Dates | From 01/10/2020 to 30/09/2021 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2019 to 20/11/2021 |
OBESITY AND DIABETES IN IBEROAMERICA: RISK FACTORS AND NEW PATHOGENIC AND PREDICTIVE BIOMARKERS
| Funding entity | MINISTERIO DE CIENCIA, INNOVACIÓN Y UNIVERSIDADES |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto UE |
| Dates | From 01/01/2019 to 31/12/2021 |
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 |
OBESIDAD Y DIABETES: FACTORES DE RIESGO Y NUEVOS BIOMARCADORES PATOGÉNICOS Y PREDICTIVOS (IBEROBDIA)
| Funding entity | CYTED |
| Main researches | Alberto Cepeda Saez |
| Type | Proyecto Internacional |
| 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 |
ACORDO CONCRETO DE COLABORACIÓN ENTRE A ESCOLA DE ESPECIALIDADES ANTONIO DE ESCAÑO E A UDC PARA PROPORCIONARSE MUTUAMENTE CAPACIDADES DOCENTES
| Funding entity | MINISTERIO DE DEFENSA |
| Type | Contrato |
| Dates | From 01/01/2017 to 31/12/2020 |
Asesoramiento en la implantación de tecnologías de BigData y técnicas de Minería de Datos
| Funding entity | Fundación Novoa Santos |
| Main researches | José Carlos Dafonte Vázquez / Francisco Javier Nóvoa de Manuel |
| Type | Contrato |
| Dates | From 04/07/2017 to 04/09/2017 |
Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Manuel F. González 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 31/12/2015 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
| Funding entity | Xunta de Galicia |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| 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
| Funding entity | Conselleria de Economia e Industria. Xunta de Galicia |
| Main researches | Julián Alfonso Dorado De La Calle |
| Type | Proyecto Programas Autonomicos |
| Dates | From 14/12/2010 to 13/12/2013 |
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 |
Sistema de prevención de intrusiones en redes wireless basadas en tecnología Wi-Fi. Asiento Registral: 03/2018/1399
| Type | Propiedad Intelectual |
| Entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Authors | Elena Botana de Castro, Adrian Carballal Mato, Carlos Fernández Lozano, Antonino Santos Del Riego |
| Application date | 16/08/2018 |
| Approval date | 16/08/2018 |
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, F.J. 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 |
| Approval date | 25/11/2014 |
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 |
MATEO: intermolecular alpha-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products
| Authors | Paula Carracedo-Reboredo, Eider Aranzamendi, Shan He, Sonia Arrasate, Cristian R. Munteanu, Carlos Fernandez-Lozano, Nuria Sotomayor, Esther Lete, Humberto González-Díaz |
| Journal | Journal of Cheminformatics Vol. 16 Num. 1 |
| DOI | https://doi.org/10.1186/s13321-024-00802-7 |
Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research
| Authors | Jonathan L. Golob, Tomiko T. Oskotsky, Alice S. Tang, Alennie Roldan, Verena Chung, Connie W.Y. Ha, Ronald J. Wong, Kaitlin J. Flynn, Antonio Parraga-Leo, Camilla Wibrand, Samuel S. Minot, Boris Oskotsky, Gaia Andreoletti, Idit Kosti, Julie Bletz, Amber Nelson, Jifan Gao, Zhoujingpeng Wei, Guanhua Chen, Zheng-Zheng Tang, Pierfrancesco Novielli, Donato Romano, Ester Pantaleo, Nicola Amoroso, Alfonso Monaco, Mirco Vacca, Maria {De Angelis}, Roberto Bellotti, Sabina Tangaro, Abigail Kuntzleman, Isaac Bigcraft, Stephen Techtmann, Daehun Bae, Eunyoung Kim, Jongbum Jeon, Soobok Joe, Kevin R. Theis, Sherrianne Ng, Yun S. Lee, Patricia Diaz-Gimeno, Phillip R. Bennett, David A. MacIntyre, Gustavo Stolovitzky, Susan V. Lynch, Jake Albrecht, Nardhy Gomez-Lopez, Roberto Romero, David K. Stevenson, Nima Aghaeepour, Adi L. Tarca, James C. Costello, Marina Sirota |
| Journal | Cell Reports Medicine (pages 101350 to 101350) |
| DOI | https://doi.org/10.1016/j.xcrm.2023.101350 |
VIBES: a consensus subtyping of the vaginal microbiota reveals novel classification criteria
| Authors | D. Fernández-Edreira, J. Liñares-Blanco, P. V.-del-Río, C. Fernandez-Lozano |
| Journal | Computational and Structural Biotechnology Journal Vol. 23 (pages 148 to 156) |
| DOI | https://doi.org/10.1016/j.csbj.2023.11.050 |
Carbapenem Resistance in Acinetobacter nosocomialis and Acinetobacter junii Conferred by Acquisition of blaOXA-24/40 and Genetic Characterization of the Transmission Mechanism between Acinetobacter Genomic Species
| Authors | Cristina Lasarte-Monterrubio, Paula Guijarro-Sánchez, Alba Bellés, Juan Carlos Vázquez-Ucha, Jorge Arca-Suárez, Carlos Fernandez-Lozano, Germán Bou, Alejandro Beceiro |
| Journal | Microbiology Spectrum Vol. 10 Num. 1 (pages 1 to 7) |
Machine Learning based microbiome signature to predict Inflammatory Bowel Disease subtypes
| Authors | Jose Liñares-Blanco, Carlos Fernández Lozano, Seoane, J.-A., Guillermo H. Lopez Campos |
| Journal | FRONTIERS IN MICROBIOLOGY (pages 1 to 11) |
| DOI | https://doi.org/10.3389/fmicb.2022.872671 |
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks
| Authors | Adrian Carballal Mato, J. Pablo Galego-Carro, Nereida Rodriguez-Fernandez, Carlos Fernandez-Lozano |
| Journal | PeerJ Computer Science (pages 1 to 25) |
| DOI | https://doi.org/10.7717/peerj-cs.1185 |
Random forest-based prediction of stroke outcome
| Authors | Carlos Fernandez-Lozano, Pablo Hervella, Virginia Mato Abad, Manuel Rodríguez-Yáñez, Sonia María Suárez Garaboa, Iria López-Dequidt, Ana Estany-Gestal, Tomás Sobrino, Francisco Campos, José Castillo, Santiago Rodríguez-Yáñez, Ramón Iglesias-Rey |
| Journal | SCIENTIFIC REPORTS Vol. 11 Num. 10071 (pages 1 to 12) |
Machine learning analysis of TCGA cancer data
| Authors | Jose Liñares-Blanco, Alejandro Pazos, Carlos Fernández Lozano |
| Journal | PeerJ Computer Science Num. 7:e584 (pages 1 to 47) |
| DOI | https://doi.org/10.7717/peerj-cs.584 |
Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes
| Authors | Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernández Lozano |
| Journal | Expert Systems with Applications Vol. 185 Num. 115648 (pages 1 to 11) |
| DOI | https://doi.org/10.1016/j.eswa.2021.115648 |
A review on machine learning approaches and trends in drug discovery. IF 7.271. Q1
| Authors | Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodriguez-Fernandez, Francisco Cedron, Francisco Javier Nóvoa De Manuel, Adrian Carballal Mato, Victor Maojo, Alejandro Pazos, Carlos Fernández Lozano |
| Journal | Computational and Structural Biotechnology Journal Vol. 19 (pages 4538 to 4558) |
Population Subset Selection for the Use of a Validation Dataset for Overfitting Control in Genetic Programming (Q3 - JCR: 2.039)
| Authors | Daniel Rivero Cebrián, Enrique Fernández Blanco, Carlos Fernández Lozano, Alejandro Pazos Sierra |
| Journal | JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE Vol. 32 Num. 2 (pages 243 to 271) |
| DOI | https://doi.org/10.1080/0952813x.2019.1647562 |
MCDCalc: Markov Chain Molecular Descriptors Calculator for Medicinal Chemistry [Q2, IF=3,442]
| Authors | Paula Carracedo-Reboredo, Ramiro Corona, Mikel Martinez-Nunes, Carlos Fernández Lozano, Georgia Tsiliki, Haralambos Sarimveis, Eider Aranzamendi, Arrasate, Sonia, Sotomayor, Nuria, Lete, Esther, C. R. Munteanu, Humbert González-Díaz |
| Journal | CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 20 (pages 1 to 13) |
| DOI | https://doi.org/10.2174/1568026620666191226092431 |
Comparison of Outlier-Tolerant Models for Measuring Visual Complexity
| Authors | Adrian Carballal Mato, Carlos Fernández Lozano, Nereida Rodriguez-Fernandez, Iria Santos, Juan Jesús Romero Cardalda |
| Journal | Entropy Vol. 22 Num. 4 (pages 1 to 114) |
| DOI | https://doi.org/10.3390/e22040488 |
Molecular docking and machine learning analysis of Abemaciclib in colon cancer
| Authors | Jose Liñares-Blanco, C. R. Munteanu, Pazos, A., Fernandez-Lozano, C. |
| Journal | BMC MOLECULAR AND CELL BIOLOGY Vol. 21 Num. 52 (pages 1 to 18) |
| DOI | https://doi.org/10.1186/s12860-020-00295-w |
Identification of predictive factors of the degree of adherence to the mediterranean diet through machine-learning techniques
| Authors | Alba Arceo-Vilas, Carlos Fernandez-Lozano, Salvador Pita, Sonia Pértega-Díaz, Pazos, A. |
| Journal | PeerJ Computer Science Vol. 6:e287 (pages 1 to 18) |
| DOI | https://doi.org/10.7717/peerj-cs.287 |
Covid-19 projections for Spain using forecast combinations
| Authors | José A. Vilar, R. Fernández-Casal, Carlos Fernández Lozano |
| Journal | Boletín de Estadística e Investigación Operativa Vol. 36 Num. 2 (pages 99 to 125) |
Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine Learning. IF: 3.852 (Q1)
| Authors | Gadea Mata, Miroslav Radojevic, Carlos Fernández Lozano, Igor Smal, N. Werij, Miquel Morales, Erik Meijering, Julio Rubio |
| Journal | Neuroinformatics Vol. 17 Num. 2 (pages 253 to 269) |
Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach
| Authors | Adrian Carballal Mato, Carlos Fernández Lozano, Nereida Rodriguez-Fernandez, Luz Castro Pena, Antonino Santos Del Riego |
| Journal | COMPLEXITY Vol. 2019 (pages 1 to 12) |
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method. IF 4.215 (Q1)
| Authors | Adrian Carballal Mato, Carlos Fernández Lozano, Jonathan Heras, Juan Jesús Romero Cardalda |
| Journal | NEURAL COMPUTING & APPLICATIONS (pages 1 to 12) |
Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs. IF: 3.743 (Q1-P2)
| Authors | Miriam Piles, Carlos Fernández Lozano, María Velasco-Galilea, Olga González-Rodríguez, Juan Pablo Sánchez, David Tarrallardona, María Ballester, Raquel Quintanilla |
| Journal | GENETICS SELECTION EVOLUTION (PARIS) Vol. 51 Num. 10 (pages 1 to 15) |
Visual complexity modelling based on image features fusion of multiple kernels
| Authors | Carlos Fernández Lozano, Adrian Carballal Mato, Penousal Machado, Antonino Santos Del Riego, Juan Jesús Romero Cardalda |
| Journal | PEERJ (pages 1 to 28) |
| DOI | https://doi.org/10.7717/peerj.7075 |
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
| Authors | Michael P Menden, Dennis Wang, Mike J. Mason, Bence Szalai, Krishna C. Bulusu, Yuanfang Guan, Thomas Yu, Jaewoo Kang, Minji Jeon, Russ Wolfinger, Tin Nguyen, Mikhail Zaslavskiy, AstraZeneca-Sanger Drug Combination DREAM Consortium, In Sock Jang, Zara Ghazoui, Mehmet Eren Ahsen, Robert Vogel, Elias Chaibub Neto, Thea Norman, Eric K. Y. Tang, Mathew J. Garnett, Giovanni Y. Di Veroli, Stephen Fawell, Gustavo Stolovitzky, Justin Guinney, Jonathan R. Dry, Julio Saez-Rodriguez |
| Journal | NATURE COMMUNICATIONS Vol. 10:2674 (pages 1 to 17) |
| DOI | https://doi.org/10.1038/s41467-019-09799-2 |
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, Calviño R, Jose Manuel Vazquez Rodriguez, Alejandro Pazos Sierra |
| Journal | Biomedical Signal Processing and Control |
Prediction of high anti-angiogenic activity peptides in silico using a generalized linear model and feature selection. IF: 4.122 (Q1)
| Authors | José Liñares-Blanco, Porto-Pazos A. B., Pazos, A., Fernandez-Lozano, C. |
| Journal | SCIENTIFIC REPORTS Vol. 8 Num. 15688 (pages 1 to 11) |
| DOI | https://doi.org/10.1038/s41598-018-33911-z |
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
| 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) |
| DOI | https://doi.org/10.1016/j.trac.2017.07.008 |
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) |
| DOI | https://doi.org/10.1108/ec-03-2015-0062 |
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, 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 1063 to 1071) |
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 - Special Issue on Data Mining in Biomedicine Vol. 5 Num. 2 (pages 198 to 213) |
| DOI | https://doi.org/10.1504/ijdats.2013.053681 |
Statistical Inference from High Dimensional Data
| Editors | Carlos Fernández Lozano |
| Publishing | MDPI, Basel (Suiza) |
| ISBN | 978-3-0365-0945-7 |
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 |
Differential Gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research
| Authors | J. Liñares. Marcos Gestal. Julián Dorado. Carlos Fernández Lozano |
| Book |
Machine Learning Paradigms. Applications of Learning and Analytics in Intelligent Systems Vol. 1 Publishing: Springer. ISBN: 978-3-030-15627-5 |
| Pages | From 27 to 66 |
Multivariate Classification Techniques to Authenticate Mexican Commercial Spirits
| Authors | Carlos Fernández Lozano. M. Gestal. G. Pérez Caballero. A.L. Revilla-Vázquez. José M. Andrade |
| Book |
Quality Control in the Beverage Industry Vol. 17 Publishing: Elsevier. ISBN: 978-0-12-816681-9 |
| Pages | From 259 to 288 |
Aesthetic Composition Indicator Based on Image Complexity
| Authors | Adrian Carballal Mato. Luz Castro Pena. Carlos Fernández Lozano. Nereida Rodriguez-Fernandez. Juan Jesús Romero Cardalda. Penousal Machado |
| Book |
Interface Support for Creativity, Productivity, and Expression in Computer Graphics Publishing: IGI-Global. ISBN: 1522573712 |
| Pages | From 110 to 110 |
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 |
Modelos bioinformáticos para la predicción de compuestos biológicamente activos en cáncer de colon
| Autor | Paula Carracedo Reboredo |
| Director/s | Sonia Arrasate Gil; Carlos Fernández Lozano |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Técnicas de machine learning aplicadas al diagnóstico y tratamiento oncológico de precisión mediante el análisis de datos ómicos
| Autor | José Liñares Blanco |
| Director/s | Carlos Fernández Lozano; José Antonio Seoane Fernández |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Automatic issue generation
V XoveTIC Conference. XoveTIC 2022
National
| Authors | Francisco Cedron, Michael Añon-Valera, Sara Alvarez-Gonzalez, Carlos Fernandez-Lozano, Adrian Carballal Mato |
| Organization | Universidade da Coruña |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.29007/61ns |
A influencia de facer os criterios de avaliación públicos en materias vinculadas ao Grao de Enxeñaría en Informática
VI Xornadas de Innovación Docente da Universidade da Coruña
Local
| Authors | Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Daniel Rivero Cebrián |
| Organization | Universidade da Coruña |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.000016.049 |
Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data
Medical Informatics Europe 2021
International
| Authors | Jose Liñares-Blanco, Carlos Fernandez-Lozano, Seoane, J.-A., Guillermo H. Lopez Campos |
| Organization | European Federation for Medical Informatics |
| Place | Marseille (Francia) |
| DOI | https://doi.org/10.3233/shti210185 |
A gene expression signature of 37 genes improves survival prognosis in colon cancer patients
American Association for Cancer Research
International
| Authors | Jose Liñares-Blanco, Carlos Fernandez-Lozano, José Antonio Seoane Fernández |
| Place | Philadelphia (Estados Unidos) |
| DOI | https://doi.org/10.1158/1538-7445.am2021-763 |
Gene signatures research involved in cancer using machine learning
XoveTIC 2019
International
| Authors | José Liñares-Blanco, Carlos Fernández Lozano |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Prediction of Peptide Vascularization Inhibitory Activity in Tumor Tissue as a Possible Target for Cancer Treatment
XoveTIC 2019
International
| Authors | José Liñares-Blanco, Carlos Fernández Lozano |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
MACHINE LEARNING PARA LA IDENTIFICACIÓN DE FACTORES PREDICTIVOS DEL GRADO DE ADHERENCIA A LA DM
XXII Congreso Nacional de Informática de la Salud (Inforsalud 2019)
National
| Authors | Alba Arceo-Vilas, Carlos Fernández Lozano, Sonia Pértega Díaz, Alejandro Pazos Sierra, Sara Alvarez-Gonzalez |
| Organization | Sociedad Española de Informática de la Salud (SEIS) |
| Place | Madrid (España) |
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) |
Infraestructure to support biomedical applications
MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
International
| Authors | Francisco Cedron, Adrian Carballal Mato, Carlos Fernández Lozano, C. R. Munteanu, Alejandro Pazos Sierra |
| Place | Bilbao (España) |
| DOI | https://doi.org/10.3390/mol2net-04-05507 |
Redesign and performance of an automatic segmentation method
MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
International
| Authors | Adrian Carballal Mato, Carlos Fernández Lozano, Francisco Javier Nóvoa De Manuel, Nereida Rodriguez-Fernandez, Iria Santos, GARCIA-GUIMARAES, MM, Guillermo Aldama, Calviño-Santos R, Vázquez-Rodríguez JM, Alejandro Pazos Sierra |
| Place | Bilbao (España) |
| DOI | https://doi.org/10.3390/mol2net-04-05501 |
A generalized linear model for cardiovascular complications prediction in PD patients. Article N0. 43
DATA '18 Proceedings of the First International Conference on Data Science, E-learning and Information Systems
International
| Authors | Fernandez-Lozano, C., Rafael Alonso Valente, Manuel Fidalgo Díaz, Alejandro Pazos Sierra |
| Organization | ACM |
| Place | Madrid (España) |
Integrative Multi-Omics Data-Driven approach for metastasis prediction in cancer. (Best paper award). Article No. 44
DATA '18 Proceedings of the First International Conference on Data Science, E-learning and Information Systems
International
| Authors | Carlos Fernández Lozano, José Liñares-Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos Sierra |
| Organization | ACM |
| Place | Madrid (España) |
Machine Learning transcriptome analysis to identify genes associated with feed efficiency in pigs.
69th Annual Meeting of the European Federation of Animal Science
International
| Authors | Miriam Piles, Carlos Fernández Lozano, M. Velasco, O. González, J.P. Sanchez, R. Quintanilla, M. Ballester |
| Organization | European federation of Animal Science (EAAP) |
| Place | Dubrovnik (Croacia) |
| DOI | https://doi.org/10.3920/978-90-8686-871-1 |
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) |
Academic or management positions held by teacher.