Celestial background

Illuminating insights through scienceDr. Jorge Abreu-Vicente

Astrophysicist turned AI/ML researcher specializing in biomedical sciences at EMBO. Bridging the cosmos and life sciences through data science, transforming complex research into actionable insights.

10+
Years Research
10+
Peer Reviewed Publications
AI/ML
Biomedical Sciences
✍️
Book Author
🔭 Astronomy🤖 Data Science🧬 AI in Biomedicine📚 Mental Health Author🗣 Scientific Outreach
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FEATURED WORK

Projects & Research

From astrophysical simulations to machine learning applications in biomedical sciences, explore my work at the intersection of science and technology.

SourceData-NLP

Integrating curation into scientific publishing to train AI models

The largest Named Entity Recognition (NER) and Named Entity Linking (NEL) dataset in biomedical sciences. Integrating AI-ready curation directly into the publishing workflow at EMBO Press.

NLPDatasetBiomedical AIKnowledge GraphsAI/MLEMBOHuggingFacePyTorchPythonGPUNeo4jGraph Database
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Scientific Knowledge Mapping

Semantic Cartography of Biomedical Science

Using novel self-supervised learning to map the entire landscape of biomedical knowledge beyond citations and impact factors

EmbeddingsKnowledge GraphSelf-Supervised LearningScience of ScienceBarlow TwinsVICRegPubMedOpenAlexPythonNeo4j
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BioChatter

A Platform for the Biomedical Application of Large Language Models

Democratizing AI in biomedical research through open-source, transparent, and customizable conversational interfaces

LLMBiomedical AIOpen SourceRAGNature BiotechnologyPythonFastAPINext.jsStreamlit
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Galactic Paleontology: Unraveling the Cosmic Web of the Galaxy

Revealing a galactic skeleton formed by large-scale filamentary structures

Discovery of large-scale filamentary structures forming a galactic skeleton, challenging theoretical models and revealing key insights into star formation at galactic scales.

AstrophysicsStar FormationPhD ThesisFilamentsGalactic StructureMolecular Clouds
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Explore More Projects

Discover my complete research portfolio and ongoing work