Personal information Assignation department Informática Assignation center E. S. DE ENXEÑERIA INFORMATICA - OURENSE Assignation area Lenguajes y sistemas informáticos Email uysreanaqrm/ng/hivtb/qbg/rf
Research areas Research group Sistemas Informáticos de Nova Xeración Keywords aprendizaje automático minería de datos bioinformática proteómica
External profiles ORCID ID 0000-0002-6476-7206 WoK ResearcherID H-7558-2017 Scopus Author ID 45061084000
Research results Journal papers Conference papers Projects Book chapters Thesis Contracts 2021 2020 2019 2018 2017 2016 2015 2014 2013 2019 2018 2017 2016 2013 2021 2017 2016 2015 2013 2020 2018 2017 2015 2016 2022 Journal papers Conference papers Projects Book chapters Thesis Contracts Journal papers Year (field_journal_paper_year) And Apply Real-time polyp detection model using convolutional neural networks Authors ALBA NOGUEIRA RODRIGUEZ Domínguez Carbajales, Rubén Campos Tato, Fernando Herrero, Jesús Puga, Manuel Remedios, David Rivas, Laura Sánchez, Eloy Iglesias, Águeda Cubiella, Joaquín FLORENTINO FERNANDEZ RIVEROLA HUGO LOPEZ FERNANDEZ MIGUEL REBOIRO JATO DANIEL GONZALEZ PEÑA Journal NEURAL COMPUTING & APPLICATIONS DOI 10.1007/s00521-021-06496-4 Application of miRNA-seq in neuropsychiatry: a methodological perspective Authors D. Pérez-Rodríguez H. López-Fernández R.C. Agís-Balboa Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 135 DOI 10.1016/j.compbiomed.2021.104603 Compi: a framework for portable and reproducible pipelines Authors Hugo López-Fernández Osvaldo Graña-Castro Alba Nogueira-Rodriguez Miguel Reboiro-Jato Daniel Glez-Peña Journal PEERJ COMPUTER SCIENCE Vol. 7 (pages 1 to 21) DOI 10.7717/peerj-cs.593 DREIMT: a drug repositioning database and prioritization tool for immunomodulation Authors K. Troulé H. López-Fernández S. García-Martín M. Reboiro-Jato C. Carretero-Puche J. Martorell-Marugán G. Martín-Serrano P. Carmona-Sáez D. González-Peña F. Al-Shahrour G. Gómez-López Journal BIOINFORMATICS Vol. 37 (pages 578 to 578) DOI 10.1093/bioinformatics/btaa727 On the Identification of Clinically Relevant Bacterial Amino Acid Changes at the Whole Genome Level Using Auto-PSS-Genome Authors Hugo López-Fernández Cristina P. Vieira Pedro Ferreira Paula Gouveia Florentino Fdez-Riverola Miguel Reboiro-Jato Jorge Vieira Journal Interdisciplinary Sciences-Computational Life Sciences Vol. 13 (pages 334 to 343) DOI 10.1007/s12539-021-00439-2 Deep Neural Networks approaches for detecting and classifying colorectal polyps Authors Nogueira-Rodriguez, Alba Dominguez-Carbajales, Ruben Lopez-Fernandez, Hugo Iglesias, Agueda Cubiella, Joaquin Fdez-Riverola, Florentino Reboiro-Jato, Miguel Glez-Peña, Daniel Journal NEUROCOMPUTING Vol. 423 (pages 721 to 734) DOI 10.1016/j.neucom.2020.02.123 Conference papers Start date (field_confpaper_conf_start_date) And Apply Proposal of a new bioinformatics pipeline for metataxonomics in precision medicine Conference 13th International Conference on Practical Applications of Computational Biology & Bioinformatics: PACBB 2019 Scope Internacional Authors Osvaldo Graña-Castro Hugo López-Fernández Florentino Fdez-Riverola Fátima Al-Shahrour Daniel Glez-Peña City Ávila (España) DOI 10.1007/978-3-030-23873-5_2 Inferring positive selection in large viral datasets Conference 13th International Conference on Practical Applications of Computational Biology & Bioinformatics: PACBB 2019 Scope Internacional Authors Hugo López-Fernández P. Duque Vazquez, Noe Florentino Fdez-Riverola Miguel Reboiro-Jato C.P. Vieira J. Vieira City Ávila (España) DOI 10.1007/978-3-030-23873-5_8 Start date (field_project_start_date) And Apply Book chapters Year (field_book_year) And Apply CHAPTER 5. STATISTICS, DATA MINING AND MODELING Authors Reboiro-Jato, Miguel Lopez-Fernandez, Hugo Daniel Glez-Peña Book New Developments in Mass Spectrometry - Processing Metabolomics and Proteomics Data with Open Software: A Practical Guide Start page 120 End page 200 Thesis Reading date (field_thesis_reading_date) And Apply Aplicación de técnicas de minería de datos e intelixencia artificial a datos de espectrometría de masas para o descubrimento de coñecemento Author Hugo López Fernández Directors Daniel González Peña; Miguel Reboiro Jato Qualification sobresainte cum laude Start date (field_project_start_date) And Apply
Real-time polyp detection model using convolutional neural networks Authors ALBA NOGUEIRA RODRIGUEZ Domínguez Carbajales, Rubén Campos Tato, Fernando Herrero, Jesús Puga, Manuel Remedios, David Rivas, Laura Sánchez, Eloy Iglesias, Águeda Cubiella, Joaquín FLORENTINO FERNANDEZ RIVEROLA HUGO LOPEZ FERNANDEZ MIGUEL REBOIRO JATO DANIEL GONZALEZ PEÑA Journal NEURAL COMPUTING & APPLICATIONS DOI 10.1007/s00521-021-06496-4
Application of miRNA-seq in neuropsychiatry: a methodological perspective Authors D. Pérez-Rodríguez H. López-Fernández R.C. Agís-Balboa Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 135 DOI 10.1016/j.compbiomed.2021.104603
Compi: a framework for portable and reproducible pipelines Authors Hugo López-Fernández Osvaldo Graña-Castro Alba Nogueira-Rodriguez Miguel Reboiro-Jato Daniel Glez-Peña Journal PEERJ COMPUTER SCIENCE Vol. 7 (pages 1 to 21) DOI 10.7717/peerj-cs.593
DREIMT: a drug repositioning database and prioritization tool for immunomodulation Authors K. Troulé H. López-Fernández S. García-Martín M. Reboiro-Jato C. Carretero-Puche J. Martorell-Marugán G. Martín-Serrano P. Carmona-Sáez D. González-Peña F. Al-Shahrour G. Gómez-López Journal BIOINFORMATICS Vol. 37 (pages 578 to 578) DOI 10.1093/bioinformatics/btaa727
On the Identification of Clinically Relevant Bacterial Amino Acid Changes at the Whole Genome Level Using Auto-PSS-Genome Authors Hugo López-Fernández Cristina P. Vieira Pedro Ferreira Paula Gouveia Florentino Fdez-Riverola Miguel Reboiro-Jato Jorge Vieira Journal Interdisciplinary Sciences-Computational Life Sciences Vol. 13 (pages 334 to 343) DOI 10.1007/s12539-021-00439-2
Deep Neural Networks approaches for detecting and classifying colorectal polyps Authors Nogueira-Rodriguez, Alba Dominguez-Carbajales, Ruben Lopez-Fernandez, Hugo Iglesias, Agueda Cubiella, Joaquin Fdez-Riverola, Florentino Reboiro-Jato, Miguel Glez-Peña, Daniel Journal NEUROCOMPUTING Vol. 423 (pages 721 to 734) DOI 10.1016/j.neucom.2020.02.123
Proposal of a new bioinformatics pipeline for metataxonomics in precision medicine Conference 13th International Conference on Practical Applications of Computational Biology & Bioinformatics: PACBB 2019 Scope Internacional Authors Osvaldo Graña-Castro Hugo López-Fernández Florentino Fdez-Riverola Fátima Al-Shahrour Daniel Glez-Peña City Ávila (España) DOI 10.1007/978-3-030-23873-5_2
Inferring positive selection in large viral datasets Conference 13th International Conference on Practical Applications of Computational Biology & Bioinformatics: PACBB 2019 Scope Internacional Authors Hugo López-Fernández P. Duque Vazquez, Noe Florentino Fdez-Riverola Miguel Reboiro-Jato C.P. Vieira J. Vieira City Ávila (España) DOI 10.1007/978-3-030-23873-5_8
CHAPTER 5. STATISTICS, DATA MINING AND MODELING Authors Reboiro-Jato, Miguel Lopez-Fernandez, Hugo Daniel Glez-Peña Book New Developments in Mass Spectrometry - Processing Metabolomics and Proteomics Data with Open Software: A Practical Guide Start page 120 End page 200
Aplicación de técnicas de minería de datos e intelixencia artificial a datos de espectrometría de masas para o descubrimento de coñecemento Author Hugo López Fernández Directors Daniel González Peña; Miguel Reboiro Jato Qualification sobresainte cum laude
