Gabriel Cerono, MD
Postdoctoral Scholar
Neurology
School of Medicine

Gabriel Cerono is a Medical Doctor graduated from Universidad Nacional de La Plata, Argentina. He is a post doctoral researcher at Baranzini's Lab, and his area of expertise is applied clinical informatics, data science, and machine learning.

Interests

Show all (3) Hide

• Clinical Informatics
• Machine Learning
• AI

Publications (6)

• Ensemble machine learning reveals key features for diabetes duration from electronic health records.
  PeerJ. Computer science 2024 Cerono G, Chicco D
• Leveraging electronic health records and knowledge networks for Alzheimer's disease prediction and sex-specific biological insights.
  Nature aging 2024 Tang AS, Rankin KP, Cerono G, Miramontes S, Mills H, Roger J, Zeng B, Nelson C, Soman K, Woldemariam S, Li Y, Lee A, Bove R, Glymour M, Aghaeepour N, Oskotsky TT, Miller Z, Allen IE, Sanders SJ, …
• Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme.
  Journal of healthcare informatics research 2023 Cerono G, Melaiu O, Chicco D
• Early detection of Parkinson's disease through enriching the electronic health record using a biomedical knowledge graph.
  Frontiers in medicine 2023 Soman K, Nelson CA, Cerono G, Goldman SM, Baranzini SE, Brown EG
• The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information.
  Bioinformatics (Oxford, England) 2023 Morris JH, Soman K, Akbas RE, Zhou X, Smith B, Meng EC, Huang CC, Cerono G, Schenk G, Rizk-Jackson A, Harroud A, Sanders L, Costes SV, Bharat K, Chakraborty A, Pico AR, Mardirossian T, Keiser M, Tang …
• Time-aware Embeddings of Clinical Data using a Knowledge Graph.
  Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 2023 Soman K, Nelson CA, Cerono G, Baranzini SE