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Joseph Romano

Graduate Research Assistant (Systems biology)

New York, NY, USA

Publications

  • Adapting simultaneous analysis phylogenomic techniques to study complex disease gene relationships.
  • VenomKB, a new knowledge base for facilitating the validation of putative venom therapies
  • VenomKB v2.0: A knowledge repository for computational toxinology
  • Systems biology approaches for identifying adverse drug reactions and elucidating their underlying biological mechanisms
  • Adapting simultaneous analysis phylogenomic techniques to study complex disease gene relationships
  • Discovering therapeutic activities from venoms using differential gene expression
  • Ten simple rules for writing a paper about scientific software
  • Improving QSAR Modeling for Predictive Toxicology using Publicly Aggregated Semantic Graph Data and Graph Neural Networks
  • The promise of automated machine learning for the genetic analysis of complex traits
  • PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods
  • Automating Predictive Toxicology Using ComptoxAI
  • Omics Methods in Toxins Research—A Toolkit to Drive the Future of Scientific Inquiry
  • The Alzheimer's Knowledge Base - A knowledge graph for therapeutic discovery in Alzheimer's Disease research (Preprint)
  • Discovering venom-derived drug candidates using differential gene expression
  • Discovering Venom-Derived Drug Candidates Using Differential Gene Expression
  • Extending Tree-Based Automated Machine Learning to Biomedical Image and Text Data Using Custom Feature Extractors
  • The Alzheimer’s Knowledge Base – A knowledge graph for therapeutic discovery in Alzheimer’s Disease research (Preprint)

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