プロフィール詳細

プロジェクトを作成

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Eduardo E.に依頼

Portugal

Expert in Health Data Analytics for Advanced Healthcare Solutions

プロフィール概要

I am an experienced bioinformatician with deep expertise in health data analytics and proteomics. With a PhD in Biomedicine from the University of Beira Interior, I have developed a strong background in computational biology, particularly in the analysis and interpretation of complex genomic and proteomic data. My work focuses on developing predictive models and intuitive data visualisation tools that transform complex health datasets into clear, actionable insights for healthcare professionals and researchers.

専門分野

• ★ Data Analysis
• ★ Data Exploration
• ★ Data Management
• ☆ Molecular Biology
• ☆ Omics
• ☆ Proteomics
• ☆ Genomics
• ☆ Cell Biology
• ☆ Cell-Based Assays
• ☆ Information Technology
• ☆ Database Management
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Bioinformatics
• ☆ Python
• ☆ R
• ☆ In vitro Diagnostics
• ☆ In vitro Diagnostic Design
• ☆ Biomarker Analysis

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Science Officer

European Bioinformatics Institute (EMBL-EBI)

1月 2025 - 現在

BIoinformatician

Prana-Tech, Ltd

9月 2023 - 現在

Business Analyst / Project Manager

PromptEquation, Lda (ERPGAP)

9月 2021 - 現在

Teaching Assistant/Lecturer

Universidade Católica Portuguesa

9月 2020 - 8月 2021

Associate Research Fellow

Universidade Católica Portuguesa

9月 2018 - 8月 2021

Associate Research Fellow

Universidade Católica Portuguesa

9月 2015 - 8月 2018

学歴

PhD in Biomedicine (Departamento de Ciências Médicas)

Universidade da Beira Interior

9月 2018 - 現在

MSc Molecular and Cellular Biology (Biology)

Universidade de Aveiro

9月 2012 - 12月 2014

BSc Biomedical Sciences (Faculty of Dental Medicine)

Universidade Católica Portuguesa

9月 2009 - 7月 2012

認定資格

• IELTS for UKVI Academic

  British Council Lisbon

  3月 2022 - 現在

出版物

JOURNAL ARTICLE

Jorge Emanuel Martins, Davide D’Alimonte, Joana Simões, Sara Sousa, Nuno Rosa, Maria José Correia, Mário Simões, Marlene Barros, Eduardo Esteves (2022). MODeLING.Vis: A Graphical User Interface Toolbox Developed for Machine Learning and Pattern Recognition of Biomolecular Data . Symmetry.

Algerian cardoon flowers express a large spectrum of coagulant enzymes with potential applications in cheesemaking @article { author = {Esteves, Eduardo}, title = {Algerian cardoon flowers express a large spectrum of coagulant enzymes with potential applications in cheesemaking}, journal = {International Dairy Journal}, year = {2020}, month = {mar}, url = {http://dx.doi.org/10.1016/j.idairyj.2020.104689}, doi = {10.1016/j.idairyj.2020.104689} } . International Dairy Journal.

(2020). Algerian cardoon flowers express a large spectrum of coagulant enzymes with potential applications in cheesemaking . International Dairy Journal.

#095 Avaliação da saúde oral e sua relação com o SalivaPrint – Variação com idade e género @article { author = {Esteves, Eduardo}, title = {#095 Avaliação da saúde oral e sua relação com o SalivaPrint – Variação com idade e género}, journal = {Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial}, volume = {60}, number = {s1}, year = {2019}, url = {https://doi.org/10.24873%2Fj.rpemd.2019.12.557}, doi = {10.24873/j.rpemd.2019.12.557} } . Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial.

#095 Avaliação da saúde oral e sua relação com o SalivaPrint – Variação com idade e género @article{2019,doi = {10.24873/j.rpemd.2019.12.557},url = {https://doi.org/10.24873%2Fj.rpemd.2019.12.557},year = 2019,month = {dec},publisher = {Sociedade Portuguesa de Estomatologia e Medicina Dentaria ({SPEMD})},volume = {60},number = {s1},title = {{\#}095 Avalia{\c{c}}{\~{a}}o da sa{\'{u}}de oral e sua rela{\c{c}}{\~{a}}o com o {SalivaPrint} {\textendash} Varia{\c{c}}{\~{a}}o com idade e g{\'{e}}nero},journal = {Revista Portuguesa de Estomatologia, Medicina Dent{\'{a}}ria e Cirurgia Maxilofacial}} . Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial.

E. Esteves, M. Fernandes, I. Cruz, F. Esteves, N. Rosa, M.J. Correia, H. Vala, M. Barros(2018). SalivaPrint: Sheep Saliva Electrophoretic Protein Profile in a Bioinformatics Approach . Journal of Comparative Pathology. 158. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 136. Elsevier {BV}

SalivaPrint: Sheep Saliva Electrophoretic Protein Profile in a Bioinformatics Approach @article { author = {Esteves, Eduardo and Fernandes, Mónica and Cruz, Igor and Esteves, Fernando and Rosa, Nuno and Correia, M.J. and Vala, Helena and Barros, Marlene}, title = {SalivaPrint: Sheep Saliva Electrophoretic Protein Profile in a Bioinformatics Approach}, journal = {Journal of Comparative Pathology}, volume = {158}, number = {0}, pages = {136--136}, year = {2018}, doi = {10.1016/j.jcpa.2017.10.127} } . Journal of Comparative Pathology.

New Targets for Zika Virus Determined by Human-Viral Interactomic: A Bioinformatics Approach @article { author = {Esteves, Eduardo and Rosa, Nuno and Correia, M.J. and Arrais, Joel and Barros, Marlene}, title = {New Targets for Zika Virus Determined by Human-Viral Interactomic: A Bioinformatics Approach }, journal = {BioMed Research International}, volume = {2017}, number = {1734151}, pages = {1--15}, year = {2017}, doi = {10.1155/2017/1734151} } . BioMed Research International.

SalivaPRINT Toolkit – Protein profile evaluation and phenotype stratification @article { author = {Cruz, Igor and Esteves, Eduardo and Fernandes, Mónica and Rosa, Nuno and Correia, M.J. and Arrais, Joel and Barros, Marlene}, title = {SalivaPRINT Toolkit – Protein profile evaluation and phenotype stratification}, journal = {Journal of Proteomics}, number = {In Press}, pages = {0--0}, year = {2017}, doi = {10.1016/j.jprot.2017.08.011} } . Journal of Proteomics.

Cruz, I., Esteves, E., Fernandes, M., Rosa, N., Correia, M.J., Arrais, J.P., Barros, M.(2017). SalivaPRINT Toolkit - Protein profile evaluation and phenotype stratification . Journal of Proteomics.

Eduardo Esteves, Nuno Rosa, Maria José Correia, Joel P. Arrais, Marlene Barros(2017). New Targets for Zika Virus Determined by Human-Viral Interactomic: A Bioinformatics Approach . BioMed Research International. 2017. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--15. Hindawi Limited

Eduardo Esteves, Nuno Rosa, Maria José Correia, Joel P. Arrais, Marlene Barros(2017). New Targets for Zika Virus Determined by Human-Viral Interactomic: A Bioinformatics Approach . BioMed Research International. 2017. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--15. Hindawi Limited

Fernandes, M., Rosa, N., Esteves, E., Correia, M.J., Arrais, J., Ribeiro, P., Vala, H., Barros, M.(2016). CanisOme - The protein signatures of Canis lupus familiaris diseases . Journal of Proteomics. 136. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 193-201.

Rosa, N., Marques, J., Esteves, E., Fernandes, M., Mendes, V.M., Afonso, A., Dias, S., Pereira, J.P., Manadas, B., Correia, M.J., et al.(2016). Protein Quality Assessment on Saliva Samples for Biobanking Purposes . Biopreservation and Biobanking. 14. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 289-297.

CanisOme — The protein signatures of Canis lupus familiaris diseases @article { author = {Fernandes, Mónica and Rosa, Nuno and Esteves, Eduardo and Correia, M.J. and Arrais, Joel and Ribeiro, Paulo and Vala, Helena and Barros, Marlene}, title = {CanisOme — The protein signatures of Canis lupus familiaris diseases}, journal = {Journal of Proteomics}, volume = {136}, number = {Epub 2016}, pages = {193--201}, year = {2016}, doi = {10.1016/j.jprot.2016.01.005} } . Journal of Proteomics.

Protein Quality Assessment on Saliva Samples for Biobanking Purposes. @article { author = {Rosa, Nuno and Marques, Jessica and Esteves, Eduardo and Fernandes, Mónica and Mendes, Vera M. and Afonso  and Dias, S and et al.}, title = {Protein Quality Assessment on Saliva Samples for Biobanking Purposes.}, journal = {Biopreservation and biobanking}, number = {epub}, pages = {epub--epub}, year = {2016}, url = {http://europepmc.org/abstract/med/26937781}, doi = {10.1089/bio.2015.0054} } . Biopreservation and biobanking.

{Patr{\'{i}}cio Serra}, Beatriz and Esteves, Eduardo and Fernandes, M{\'{o}}nica and Rosa, Nuno and Barros, Marlene and Correia, Maria Jos{\'{e}}(2015). # 39. Identificação de biomarcadores salivares de doença periodontal em pacientes com gengivite . Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial. 56. ({\textless}br /{\textgreater}{\textless}b{\textgreater}Notice{\textless}/b{\textgreater}: Undefined). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 18. Elsevier

Identificação de biomarcadores salivares de doença periodontal em pacientes com gengivite @article { author = {Serra, BP and Esteves, Eduardo and Fernandes, Mónica and Rosa, Nuno and Barros, Marlene and Correia, M.J.}, title = {Identificação de biomarcadores salivares de doença periodontal em pacientes com gengivite}, journal = {Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial}, volume = {56}, number = {1}, pages = {18--18}, year = {2015}, doi = {10.1016/j.rpemd.2015.10.040} } . Revista Portuguesa de Estomatologia, Medicina Dentária e Cirurgia Maxilofacial.

CONFERENCE PAPER

(2020). SalivaPrint as a Non-invasive Diagnostic Tool . Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies.

SalivaPrint as a Non-invasive Diagnostic Tool @inproceedings { author = {Esteves, Eduardo}, title = {SalivaPrint as a Non-invasive Diagnostic Tool}, year = {2020}, month = {mar}, doi = {10.5220/0009163506770682} } .

OvisOme: atualização da base de dados de Ovis aries @inproceedings { author = {Esteves, Eduardo and Fernandes, Mónica and Rosa, Nuno and Correia, M.J. and Vala, Helena and Barros, Marlene}, title = {OvisOme: atualização da base de dados de Ovis aries}, year = {2016}, booktitle = {Conference Proceedings of the XXI Meeting of the Portuguese Society of Animal Pathology. Beyond Routine Diagnosis}, pages = {39--40} }. Conference Proceedings of the XXI Meeting of the Portuguese Society of Animal Pathology. Beyond Routine Diagnosis.

BOOK CHAPTER

Eduardo Esteves, Airton Soares, Nuno Rosa, Ana Cristina Esteves, Anthony Lins, Carmelo J. A. Bastos-Filho(2020). An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering . 148--159Springer International Publishing

An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering @inbook { author = {Airton Soares and Eduardo Esteves and Nuno Rosa and Ana Cristina Esteves and Anthony Lins and Carmelo J. A. Bastos-Filho}, title = {An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering}, pages = {148--159}, publisher = {Springer International Publishing}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-62362-3_14}, doi = {10.1007/978-3-030-62362-3_14} } .

CONFERENCE ABSTRACT

A step forward to implement saliva as diagnostic fluid @inproceedings { author = {Esteves, Eduardo and Fernandes, Mónica and Rosa, N and Esteves, Ana Cristina and Correia, Maria and Barros, Marlene}, title = {A step forward to implement saliva as diagnostic fluid}, address = {Krakow}, year = {2019}, month = {jul} }. FEBS Congress.

OvinOralOme: Ovis aries oral proteome database @inproceedings { author = {Esteves, Eduardo and Rosa, Nuno and Correia, M.J. and Vala, Helena}, title = {OvinOralOme: Ovis aries oral proteome database}, address = {Lisboa}, pages = {145}, year = {2014} }. VI Congresso da Sociedade Portuguesa de Ciências Veterinárias.

OTHER

OvisOme Database @other { url = {http://salivatec.viseu.ucp.pt/ovisome/}, keywords = {OvisOme DB; Protein} } .

SalivaPRINT Toolkit @other { url = {http://audioslides.elsevier.com//ViewerLarge.aspx?source=1&doi=10.1016/j.jprot.2017.08.011} } .

CanisOme Database @other { url = {http://salivatec.viseu.ucp.pt/canisome/} } .

Esteves, Eduardo (2016). OvisOme database.

CONFERENCE POSTER

A saliva como meio auxiliar de diagnóstico das doenças cardiovasculares @misc { author = {Silva, Rafael and Esteves, Eduardo and Barros, Marlene and Correia, M.J. and Rosa, Nuno}, title = {A saliva como meio auxiliar de diagnóstico das doenças cardiovasculares}, year = {2016} }. 2º Simpósio da Ciência e Tecnologia da Vida e da Saúde.

Atividade Sénior: SalivaTec's role @misc { author = {Fernandes, Mónica and Esteves, Eduardo and Dulyanska, Y and Jorge Martins and Sousa, Sara and Rosa, Nuno and Correia, M.J. and Barros, Marlene}, title = {Atividade Sénior: SalivaTec's role}, year = {2016} }. 2º Simpósio da Ciência e Tecnologia da Vida e da Saúde.

Diabetic wound treatment with vegetal collagenase? @misc { author = {Esteves, Eduardo and Jorge Martins and Fernandes, Mónica and Dulyanska, Y and Sousa, Sara and Rosa, Nuno and Correia, M.J. and Barros, Marlene}, title = {Diabetic wound treatment with vegetal collagenase?}, year = {2016} }. 2º Simpósio da Ciência e Tecnologia da Vida e da Saúde.

Quality control of saliva samples for SalivaTec @misc { author = {Esteves, Eduardo}, title = {Quality control of saliva samples for SalivaTec}, year = {2015} }.

Identificação de Biomarcadores Salivares de Doença Periodontal em Pacientes com Gengivite @misc { author = {Serra, BP and Esteves, Eduardo and Fernandes, Mónica and Rosa, Nuno and Barros, Marlene and Correia, M.J.}, title = {Identificação de Biomarcadores Salivares de Doença Periodontal em Pacientes com Gengivite}, year = {2015} }. XXXV Congresso Anual SPEMD.