Giorgio Valentini

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Modular Deep Neural Networks with Residual Connections for Predicting the Pathogenicity of Genetic Variants in Non Coding Genomic Regions

  Lecture notes in computer science · 2025-10-01

• Biasing second-order random walk sampling for heterogeneous graph embedding ^*

  2025-06-30 · 2 citations

• Leveraging Generative AI to Assist Biocuration of Medical Actions for Rare Disease

  UNC Libraries · 2025-06-20

• Replacing non-biomedical concepts improves embedding of biomedical concepts

  PLoS ONE · 2025-05-05

• NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study

  UNC Libraries · 2025-04-17

• Fine-tuning of conditional Transformers improves <i>in silico</i> enzyme prediction and generation

  Computational and Structural Biotechnology Journal · 2025-01-01 · 4 citations

• Leveraging generative AI to assist biocuration of medical actions for rare disease

  Bioinformatics Advances · 2024-12-26 · 3 citations

• Fine-tuning of conditional Transformers for the generation of functionally characterized enzymesPreprint

  Research Square · 2024-09-10

• Leveraging Generative AI to Accelerate Biocuration of Medical Actions for Rare DiseasePreprint

  medRxiv · 2024-08-22 · 3 citations

• An ontology-based knowledge graph for representing interactions involving RNA molecules

  Scientific Data · 2024-08-22 · 29 citations

• Fine-tuning of conditional Transformers for the generation of functionally characterized enzymesPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2024-08-10 · 1 citations

• Systematic benchmarking demonstrates large language models have not reached the diagnostic accuracy of traditional rare-disease decision support toolsPreprint

  medRxiv · 2024-07-22 · 9 citations

• Replacing non-biomedical concepts improves embedding of biomedical conceptsPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2024-07-04