Maria J. Carreira (ORCID: 0000-0003-0532-2351)

About Maria J. Carreira (ORCID: 0000-0003-0532-2351)

Maria J. Carreira (ORCID: 0000-0003-0532-2351), With an exceptional h-index of 18 and a recent h-index of 11 (since 2020), a distinguished researcher at Universidad de Santiago de Compostela, specializes in the field of biomedical image analysis, deep learning.

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

Correction for Regueira-Iglesias et al.,“Impact of 16S rRNA Gene Redundancy and Primer Pair Selection on the Quantification and Classification of Oral Microbiota in Next …

Few-Shot Image Classification for Automatic COVID-19 Diagnosis

In silico evaluation and selection of the best 16S rRNA gene primers for use in next-generation sequencing to detect oral bacteria and archaea

Short-term anti-plaque effect of a cymenol mouthwash analysed using the DenTiUS Deep Plaque software: a randomised clinical trial

A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches

An Ensemble-Based Phenotype Classifier to Diagnose Crohn’s Disease from 16s rRNA Gene Sequences

In-silico detection of oral prokaryotic species with highly similar 16S rRNA sequence segments using different primer pairs

A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

Maria J. Carreira (ORCID: 0000-0003-0532-2351) Information

University

Position

. Centro Singular de Investigación en Tecnoloxías Intelixentes

Citations(all)

1619

Citations(since 2020)

482

Cited By

1294

hIndex(all)

18

hIndex(since 2020)

11

i10Index(all)

22

i10Index(since 2020)

12

Email

University Profile Page

Universidad de Santiago de Compostela

Google Scholar

View Google Scholar Profile

Maria J. Carreira (ORCID: 0000-0003-0532-2351) Skills & Research Interests

biomedical image analysis

deep learning

Top articles of Maria J. Carreira (ORCID: 0000-0003-0532-2351)

Title

Journal

Author(s)

Publication Date

Correction for Regueira-Iglesias et al.,“Impact of 16S rRNA Gene Redundancy and Primer Pair Selection on the Quantification and Classification of Oral Microbiota in Next …

Microbiology Spectrum

Alba Regueira-Iglesias

Lara Vázquez-González

Carlos Balsa-Castro

Triana Blanco-Pintos

Nicolás Vila-Blanco

...

2024/2/8

Few-Shot Image Classification for Automatic COVID-19 Diagnosis

Daniel Cores

Nicolás Vila-Blanco

Manuel Mucientes

María J Carreira

2023/6/25

In silico evaluation and selection of the best 16S rRNA gene primers for use in next-generation sequencing to detect oral bacteria and archaea

Microbiome

Alba Regueira-Iglesias

Lara Vázquez-González

Carlos Balsa-Castro

Nicolás Vila-Blanco

Triana Blanco-Pintos

...

2023/3/23

Short-term anti-plaque effect of a cymenol mouthwash analysed using the DenTiUS Deep Plaque software: a randomised clinical trial

BMC Oral Health

B Suárez-Rodríguez

A Regueira-Iglesias

T Blanco-Pintos

C Balsa-Castro

N Vila-Blanco

...

2023/8/12

A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches

Nicolas Vila-Blanco

Paulina Varas-Quintana

Inmaculada Tomas

Maria J Carreira

2023/7

An Ensemble-Based Phenotype Classifier to Diagnose Crohn’s Disease from 16s rRNA Gene Sequences

Lara Vázquez-González

Carlos Peña-Reyes

Carlos Balsa-Castro

Inmaculada Tomás

María J Carreira

2023/6/25

In-silico detection of oral prokaryotic species with highly similar 16S rRNA sequence segments using different primer pairs

Frontiers in Cellular and Infection Microbiology

Alba Regueira-Iglesias

Lara Vázquez-González

Carlos Balsa-Castro

Triana Blanco-Pintos

Benjamín Martín-Biedma

...

2022

A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

Scientific Reports

Daniel Cores

Nicolás Vila-Blanco

María Pérez-Alarcón

Anxo Martínez-de-Alegría

Manuel Mucientes

...

2022/12/13

XAS: Automatic yet explainable age and sex determination by combining imprecise per-tooth predictions

Computers in Biology and Medicine

Nicolás Vila-Blanco

Paulina Varas-Quintana

Ángela Aneiros-Ardao

Inmaculada Tomás

María J Carreira

2022/10/1

IDALib: a Python library for efficient image data augmentation

Nicolás Vila-Blanco

Raquel R Vilas

María J Carreira

2022/9/11

Automated description of the mandible shape by deep learning

International Journal of Computer Assisted Radiology and Surgery

Nicolás Vila-Blanco

Paulina Varas-Quintana

Ángela Aneiros-Ardao

Inmaculada Tomás

María J Carreira

2021/12

PrimerEvalPy: a tool for in-silico evaluation of primers for targeting the microbiome

Lara Vázquez-González

Alba Regueira-Iglesias

Carlos Balsa-Castro

Nicolás Vila-Blanco

Inmaculada Tomás

...

2021

Zftool: A software for automatic quantification of cancer cell mass evolution in zebrafish

Applied Sciences

María J Carreira

Nicolás Vila-Blanco

Pablo Cabezas-Sainz

Laura Sanchez

2021/7/30

OTUs clustering should be avoided for defining oral microbiome

bioRxiv

A Regueira-Iglesias

L Vázquez-González

C Balsa-Castro

T Blanco-Pintos

VM Arce

...

2021/8/9

DenTiUS plaque, a web-based application for the quantification of bacterial plaque: development and usability study

Journal of medical Internet research

Nicolás Vila-Blanco

Vicente Freire

Carlos Balsa-Castro

Inmaculada Tomás

María J Carreira

2020/9/3

Deep Neural Networks for Chronological Age Estimation from OPG images

IEEE transactions on medical imaging

Nicolas Vila-Blanco

Maria J Carreira

Paulina Varas-Quintana

Carlos Balsa-Castro

Inmaculada Tomas

2020/1/31

Towards deep learning reliable gender estimation from dental panoramic radiographs

N Vila-Blanco

RR Vilas

MJ Carreira

I Tomás

2020

See List of Professors in Maria J. Carreira (ORCID: 0000-0003-0532-2351) University(Universidad de Santiago de Compostela)

Co-Authors

H-index: 7
Alba Regueira Iglesias ORCID: 0000-0002-6549-7738

Alba Regueira Iglesias ORCID: 0000-0002-6549-7738

Universidad de Santiago de Compostela

H-index: 5
Nicolás Vila Blanco

Nicolás Vila Blanco

Universidad de Santiago de Compostela

H-index: 4
Triana Blanco Pintos

Triana Blanco Pintos

Universidad de Santiago de Compostela

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