基本信息
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Bio
I’m an Assistant Professor at Instituto Superior Técnico (IST), University of Lisbon, and INESC-ID, developing machine learning approaches to integrate large-scale biological datasets to understand protein and metabolic regulation and their contexts.
Previously, I was a Senior Data Scientist at precision medicine start-up Ophiomics, Lisbon – Portugal, leading research and development of novel diagnostic and prognostic products for liver cancer patients using machine learning approaches.
As a Postdoctoral Researcher at the Wellcome Sanger Institute, Cambridge – UK, I took part and lead international and multidisciplinary projects bridging machine learning with genomic and functional genomic assays, such as CRISPR-Cas9, and proteomics to characterise genetic vulnerabilities of cancer cells and put forward novel clinically actionable biomarkers for precision medicine.
I graduated in Informatics Engineering (2010) from the University of Minho, where I also completed a Master’s in Bioinformatics (2012), awarded with distinction, with thesis carried-out at the European Bioinformatics Institute, Cambridge - UK. I obtained my PhD in Systems Biology from the University of Cambridge (2017) with work carried at EMBL-EBI.
Research Interests
Papers共 150 篇Author StatisticsCo-AuthorSimilar Experts
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Global Ecology and Conservation (2024): e02993
Cancer cellno. 2 (2024): 301-316.e9
Nature Communicationsno. 1 (2024): 1-17
Metabolic engineering (2024): 297-298
Thomas Burgold,Emre Karakoc,Emanuel Gonçalves,Lisa Dwane, Inigo Barrio-Hernandez, Romina Oliveira Silva,Emily Souster, Mamta Sharma,Alexandra Beck,Gene Koh,Lykourgos-Panagiotis Zalmas,Mathew Garnett,
crossref(2024)
Elizabeth P. Pike, Jessica M. C. MacCarthy,Sarah O. Hameed, Nikki Harasta,Kirsten Grorud‐Colvert,Jenna Sullivan‐Stack, Joachim Claudet,Barbara Horta e Costa,Emanuel J. Gonçalves,Angelo Villagomez,Lance Morgan
Conservation Lettersno. 3 (2024): n/a-n/a
Communications Biologyno. 1 (2023): 1-11
Cancer cellno. 2 (2023): 288-303.e6
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