プロフィール詳細

プロジェクトを作成

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Dr. Carolina P.に依頼

Portugal

Biomedical data scientist | Expert in R

プロフィール概要

As a Biomedical Data Scientist at a health tech start-up, I collaborated with cross-functional teams to perform various tasks. These included conducting literature reviews to identify bioinformatics tools and methods, analyzing experimental data from laboratory studies, and designing and implementing algorithms for cancer prognosis and diagnosis (using R and Python). Before, during my PhD, I focused on using computational biology tools to model oncological omics data, moving towards personalized medicine. Before that, I worked on a wet lab set, with my master's thesis centered on studying synaptic plasticity in mouse models of Alzheimer’s disease.

専門分野

• ★ Computational Biology
• ★ Transcriptomics
• ★ R
• ☆ Biostatistics
• ☆ Molecular Biology
• ☆ Omics
• ☆ Genomics
• ☆ Python
• ☆ Matlab
• ☆ Excel
• ☆ LaTex
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Drug Discovery
• ☆ High Throughput Screening (HTS)
• ☆ Drug Target Identification
• ☆ Drug Development
• ☆ Preclinical Research
• ☆ Precision Medicine
• ☆ Cancer Research
• ☆ Cancer Biology
• ☆ Carcinogenesis

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Technology Scouting, Scientific and Technical Research

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Big Data Analytics, Data Mining, Data Cleaning, Data Processing

職務経験

Biomedical Data Scientist

Ophiomics

5月 2023 - 4月 2024

学歴

Post-Graduate

Simplilearn

6月 2022 - 6月 2023

PhD

Instituto Superior Técnico - University of Lisbon

1月 2018 - 12月 2022

Masters (Science)

Faculty of Sciences - University of Lisbon

9月 2015 - 12月 2017

Mestrado

Universidade de Lisboa Faculdade de Ciências

9月 2015 - 12月 2017

Bachelors

Faculty of Sciences - University of Porto

9月 2012 - 9月 2015

認定資格

• 認定資格の詳細は未入力です。

出版物

BOOK CHAPTER

Carolina Peixoto, Ana Rita Baião, Marta B. Lopes, Pedro Reis Costa, Alexandra M. Carvalho, Susana Vinga (2023). Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast .

JOURNAL ARTICLE

Carolina Peixoto, Marta Martins, Luís Costa, Susana Vinga (2022). Kidney Cancer Biomarker Selection Using Regularized Survival Models . Cells.

Carolina Peixoto, Marta Martins, Luís Costa, Susana Vinga (2022). Kidney Cancer Biomarker Selection Using Regularized Survival Models . Cells.

Carolina Peixoto, Marta B. Lopes, Marta Martins, Luís Costa, Susana Vinga(2020). TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data . Biomedicines. 8. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 488. {MDPI} {AG}

Carolina Peixoto, Marta B. Lopes, Marta Martins, Luís Costa, Susana Vinga (2020). TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data . Biomedicines.