Marta B. Lopes

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Universidade de Aveiro

Portugal

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Recent Grants

Grant: Open

PAS GRAS: De-risking metabolic, environmental and behavioral determinants of obesity in children, adolescents and young adults

Open Date: 2023-01-01

Close Date: 2029-01-01

Grant: Close

OMICs approaches to reveal the anticancer properties of Virgin Olive Oil (VOOmics)

Open Date: 2022-01-01

Close Date:

Grant: Close

Multi-omic networks in gliomas (MONET)

Open Date: 2021-03-01

Close Date: 2024-02-01

Grant: Close

Multi-omic networks in gliomas (MONET)

Open Date: 2021-03-01

Close Date: 2024-02-01

Grant: Close

A machine leaning-based forecasting system for shellfish safety (MATISSE)

Open Date: 2020-04-01

Close Date: 2023-03-01

Articles (20)

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2021

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2020

Collaborators (13)

Marta Martins

Universidade de Aveiro

PORTUGAL

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Pedro Reis Costa

Instituto Português do Mar e da Atmosfera

PORTUGAL

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Nicole Radde

University of Stuttgart

GERMANY

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T. Klammsteiner

University of Innsbruck

AUSTRIA

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Meritxell Pujolassos

PhD, Professor

Universitat de Vic - Universitat Central de Catalunya

SPAIN

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Rui Henriques

Assistant Professor

Universidade de Lisboa Instituto Superior Técnico

PORTUGAL

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Aldert Zomer

Utrecht University

NETHERLANDS

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Ana Rita Grosso

Universidade de Aveiro

PORTUGAL

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ANNAMARIA PORRECA

Associate Professor

San Raffaele Roma Open University

ITALY

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Regina Bispo

Universidade de Aveiro

PORTUGAL

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Eunice Carrasquinha

Professor

Faculdade de Ciências da Universidade de Lisboa

PORTUGAL

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Susana Vinga

Associate Professor

Universidade de Lisboa Instituto Superior Técnico

PORTUGAL

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Marcus Claesson

University College Cork

IRELAND

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Marta B. Lopes

Research Interests

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Recent Grants

Articles (20)

Updating TCGA glioma classification through integration of molecular data following the latest WHO guidelines

Multi-technique computational assessment of fluoride uptake in enamel using PIGE, NEXAFS, and Raman spectroscopy

A novel tool for multi-omics network integration and visualization

Robust prediction of colorectal cancer via gut microbiome 16S rRNA sequencing data

Integration of Multi-Omics Data for the Classification of Glioma Types and Identification of Novel Biomarkers

Exploring glioma heterogeneity through omics networks

Priority-Elastic net for binary disease outcome prediction based on multi-omics data

Inferring Diagnostic and Prognostic Gene Expression Signatures Across WHO Glioma Classifications

Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization

A toolbox of machine learning software to support microbiome analysis

Overview of data preprocessing for machine learning applications in human microbiome research

Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions

ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data

Classification and biomarker selection in lower-grade glioma using robust sparse logistic regression applied to RNA-seq data

Forecasting biotoxin contamination in mussels across production areas of the Portuguese coast with Artificial Neural Networks

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions.

A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination

The Role of Network Science in Glioblastoma

Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment

TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data

Collaborators (13)

Marta Martins

Pedro Reis Costa

Nicole Radde

T. Klammsteiner

Meritxell Pujolassos

Rui Henriques

Aldert Zomer

Ana Rita Grosso

ANNAMARIA PORRECA

Regina Bispo

Eunice Carrasquinha

Susana Vinga

Marcus Claesson

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