Sonia Tarazona Campos

About Sonia Tarazona Campos

Sonia Tarazona Campos, With an exceptional h-index of 23 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidad Politécnica de València, specializes in the field of estadística, bioinformática.

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

MORE interpretable multi-omic regulatory networks to characterize phenotypes

Machine learning approaches in microbiome research: challenges and best practices

Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action

Association between sex hormone levels and clinical outcomes in patients with COVID-19 admitted to hospital: an observational, retrospective, cohort study

Gene-environment interaction analysis of redox-related metals and genetic variants with plasma metabolic patterns in a general population from Spain: The Hortega Study

Supplementary Data for PaintOmics 4: new tools for the integrative analysis of multi-omics datasets supported by multiple pathway databases

A Nextflow pipeline for T-cell receptor repertoire reconstruction and analysis from RNA sequencing data

MAMBA: a model-driven, constraint-based multiomic integration method

Sonia Tarazona Campos Information

University

Position

___

Citations(all)

7761

Citations(since 2020)

5120

Cited By

4696

hIndex(all)

23

hIndex(since 2020)

20

i10Index(all)

33

i10Index(since 2020)

30

Email

University Profile Page

Universidad Politécnica de València

Google Scholar

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Sonia Tarazona Campos Skills & Research Interests

estadística

bioinformática

Top articles of Sonia Tarazona Campos

Title

Journal

Author(s)

Publication Date

MORE interpretable multi-omic regulatory networks to characterize phenotypes

bioRxiv

Maider Aguerralde-Martin

Monica Clemente-Ciscar

Luis Lopez-Carcel

Ana Conesa

Sonia Tarazona

2024

Machine learning approaches in microbiome research: challenges and best practices

Frontiers in Microbiology

Georgios Papoutsoglou

Sonia Tarazona

Marta B Lopes

Thomas Klammsteiner

Eliana Ibrahimi

...

2023

Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action

Frontiers in Microbiology

Domenica D’Elia

Jaak Truu

Leo Lahti

Magali Berland

Georgios Papoutsoglou

...

2023/9/25

Association between sex hormone levels and clinical outcomes in patients with COVID-19 admitted to hospital: an observational, retrospective, cohort study

Frontiers in immunology

Anna Beltrame

Pedro Salguero

Emanuela Rossi

Ana Conesa

Lucia Moro

...

2022/1/27

Gene-environment interaction analysis of redox-related metals and genetic variants with plasma metabolic patterns in a general population from Spain: The Hortega Study

Redox Biology

Marta Galvez-Fernandez

Francisco Sanchez-Saez

Arce Domingo-Relloso

Zulema Rodriguez-Hernandez

Sonia Tarazona

...

2022/6/1

Supplementary Data for PaintOmics 4: new tools for the integrative analysis of multi-omics datasets supported by multiple pathway databases

Tianyuan Liu

Pedro Salguero

Marko Petek

Carlos Martinez-Mira

Leandro Balzano-Nogueira

...

2022

A Nextflow pipeline for T-cell receptor repertoire reconstruction and analysis from RNA sequencing data

ImmunoInformatics

Teresa Rubio

Maria Chernigovskaya

Susanna Marquez

Cristina Marti

Paula Izquierdo-Altarejos

...

2022/6/1

MAMBA: a model-driven, constraint-based multiomic integration method

bioRxiv

Manuel Ugidos

Carme Nuño-Cabanes

Sonia Tarazona

Alberto Ferrer

Lars Keld Nielsen

...

2022/10/10

Machine-learning-derived predictive score for early estimation of COVID-19 mortality risk in hospitalized patients

PLoS One

Alba González-Cebrián

Joan Borràs-Ferrís

Juan Pablo Ordovás-Baines

Marta Hermenegildo-Caudevilla

Mónica Climente-Marti

...

2022/9/22

MultiBaC: an R package to remove batch effects in multi-omic experiments

Bioinformatics

Manuel Ugidos

María José Nueda

José M Prats-Montalbán

Alberto Ferrer

Ana Conesa

...

2022/5/1

Package ‘MultiBaC’

Manuel Ugidos

Sonia Tarazona

María José Nueda

Maintainer Manuel Ugidos

2022/4/12

Reference-based comparison of adaptive immune receptor repertoires

Cell Reports Methods

Cédric R Weber

Teresa Rubio

Longlong Wang

Wei Zhang

Philippe A Robert

...

2022/8/22

acorde unravels functionally interpretable networks of isoform co-usage from single cell data

Nature Communications

Angeles Arzalluz-Luque

Pedro Salguero

Sonia Tarazona

Ana Conesa

2022/4/5

PaintOmics 4: new tools for the integrative analysis of multi-omics datasets supported by multiple pathway databases

Nucleic Acids Research

Tianyuan Liu

Pedro Salguero

Marko Petek

Carlos Martinez-Mira

Leandro Balzano-Nogueira

...

2022/7/5

A multi-omic study for uncovering molecular mechanisms associated with hyperammonemia-induced cerebellar function impairment in rats

Cell Biology and Toxicology

Sonia Tarazona

Héctor Carmona

Ana Conesa

Marta Llansola

Vicente Felipo

2021/2

Multi-omic analysis unveils biological pathways in peripheral immune system associated to minimal hepatic encephalopathy appearance in cirrhotic patients

Scientific reports

Teresa Rubio

Vicente Felipo

Sonia Tarazona

Roberta Pastorelli

Desamparados Escudero-Garcia

...

2021/1/21

Undisclosed, unmet and neglected challenges in multi-omics studies

Sonia Tarazona

Angeles Arzalluz-Luque

Ana Conesa

2021/6

Mutant PRPF8 causes widespread splicing changes in spliceosome components in retinitis pigmentosa patient iPSC-derived RPE cells

Frontiers in Neuroscience

Angeles Arzalluz-Luque

Jose Luis Cabrera

Heli Skottman

Alberto Benguria

Arantxa Bolinches-Amorós

...

2021/4/29

STATegra: Multi-Omics data integration–a conceptual scheme with a bioinformatics pipeline

Frontiers in genetics

Nuria Planell

Vincenzo Lagani

Patricia Sebastian-Leon

Frans van der Kloet

Ewoud Ewing

...

2021/3/4

A multi-omics dataset of heat-shock response in the yeast RNA binding protein Mip6

Scientific data

Carme Nuño-Cabanes

Manuel Ugidos

Sonia Tarazona

Manuel Martín-Expósito

Alberto Ferrer

...

2020/2/27

See List of Professors in Sonia Tarazona Campos University(Universidad Politécnica de València)