Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677)

Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677)

Universidade da Coruña

H-index: 20

Europe-Spain

About Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677)

Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677), With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Universidade da Coruña, specializes in the field of bioinformatics, machine learning, feature selection, computational biology, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Epidemiology, resistance genomics and susceptibility of Acinetobacter species: results from the 2020 Spanish nationwide surveillance study

Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning

MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products

Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research

VIBES: A consensus subtyping of the vaginal microbiota reveals novel classification criteria

Music Recommendation System Based on Ratings Obtained from Amazon

Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks

Bioinformatic tools for research in CRC

Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677) Information

University

Position

. CITIC-Research Center of Information and Communication Technologies

Citations(all)

1332

Citations(since 2020)

1092

Cited By

571

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

32

i10Index(since 2020)

28

Email

University Profile Page

Universidade da Coruña

Google Scholar

View Google Scholar Profile

Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677) Skills & Research Interests

bioinformatics

machine learning

feature selection

computational biology

artificial intelligence

Top articles of Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677)

Title

Journal

Author(s)

Publication Date

Epidemiology, resistance genomics and susceptibility of Acinetobacter species: results from the 2020 Spanish nationwide surveillance study

Eurosurveillance

Cristina Lasarte-Monterrubio

Paula Guijarro-Sánchez

Isaac Alonso-Garcia

Michelle Outeda

Romina Maceiras

...

2024/4/11

Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning

arXiv preprint arXiv:2403.20112

David Vázquez-Lema

Eduardo Mosqueira-Rey

Elena Hernández-Pereira

Carlos Fernández-Lozano

Fernando Seara-Romera

...

2024/3/29

MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products

Journal of Cheminformatics

Paula Carracedo-Reboredo

Eider Aranzamendi

Shan He

Sonia Arrasate

Cristian R Munteanu

...

2024/1/23

Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research

Cell Reports Medicine

Jonathan L Golob

Tomiko T Oskotsky

Alice S Tang

Alennie Roldan

Verena Chung

...

2024/1/16

VIBES: A consensus subtyping of the vaginal microbiota reveals novel classification criteria

Computational and Structural Biotechnology Journal

Diego Fernández-Edreira

Jose Liñares-Blanco

V Patricia

Carlos Fernandez-Lozano

2024/12/1

Music Recommendation System Based on Ratings Obtained from Amazon

Sergio Marcos Vázquez

Carlos Fernandez-Lozano

Adrián Carballal

Francisco Cedrón

2023

Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks

PeerJ Computer Science

Adrian Carballal

J Pablo Galego-Carro

Nereida Rodriguez-Fernandez

Carlos Fernandez-Lozano

2022/12/16

Bioinformatic tools for research in CRC

Virginia Mato-Abad

Alejandro Pazos

Cristian R Munteanu

Jose Liñares-Blanco

Sara Alvarez-Gonzalez

...

2022/1/1

Machine learning based microbiome signature to predict inflammatory bowel disease subtypes

Frontiers in Microbiology

Jose Liñares-Blanco

Carlos Fernandez-Lozano

Jose A Seoane

Guillermo López-Campos

2022/5/17

Carbapenem Resistance in Acinetobacter nosocomialis and Acinetobacter junii Conferred by Acquisition of blaOXA-24/40 and Genetic Characterization of the …

Microbiology Spectrum

Cristina Lasarte-Monterrubio

Paula Guijarro-Sánchez

Alba Bellés

Juan Carlos Vázquez-Ucha

Jorge Arca-Suárez

...

2022/2/23

A influencia de facer os criterios de avaliación públicos en materias vinculadas ao Grao de Enxeñaría en Informática

Enrique Fernández-Blanco

Carlos Fernandez-Lozano

Daniel Rivero

2022

Automatic issue generation

Kalpa Publications in Computing

Francisco Cedron

Michael Añon-Valera

Sara Alvarez-Gonzalez

Carlos Fernandez-Lozano

Adrián Carballal

2023/2/16

Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data

Studies in Health Technology and Informatics

José Liñares Blanco

Carlos Fernandez-Lozano

José Antonio Seoane Fernández

Guillermo Lopez-Campos

2021

Statistical Inference from High Dimensional Data

Carlos Fernandez-Lozano

2021/4/28

Machine learning analysis of TCGA cancer data

PeerJ Computer Science

Jose Liñares-Blanco

Alejandro Pazos

Carlos Fernandez-Lozano

2021/7/12

Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes

Expert Systems with Applications

Diego Fernández-Edreira

Jose Liñares-Blanco

Carlos Fernandez-Lozano

2021/12/15

A review on machine learning approaches and trends in drug discovery

Paula Carracedo-Reboredo

Jose Liñares-Blanco

Nereida Rodríguez-Fernández

Francisco Cedrón

Francisco J Novoa

...

2021/1/1

A gene expression signature of 37 genes improves survival prognosis in colon cancer patients

Cancer Research

Jose Liñares-Blanco

Carlos Fernandez-Lozano

Jose A Seoane

2021/7/1

Ensemble of convolution neural networks on heterogeneous signals for sleep stage scoring

arXiv preprint arXiv:2107.11045

Enrique Fernandez-Blanco

Carlos Fernandez-Lozano

Alejandro Pazos

Daniel Rivero

2021/7/23

Random forest-based prediction of stroke outcome

Scientific reports

Carlos Fernandez-Lozano

Pablo Hervella

Virginia Mato-Abad

Manuel Rodríguez-Yáñez

Sonia Suárez-Garaboa

...

2021/5/12

See List of Professors in Carlos Fernandez-Lozano (ORCID:0000-0003-0413-5677) University(Universidade da Coruña)

Co-Authors

H-index: 20
Pablo Mesejo

Pablo Mesejo

Universidad de Granada

H-index: 7
Jose Liñares Blanco

Jose Liñares Blanco

Universidade da Coruña

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