2 papers
cs.DB2026
Bridging the Omics Divide: A Modular Relational Approach to Multi-Layer Biological Data Management
Alessandro Balestrucci, Donald Friggieri, Andrea Gariboldi +1
Background: Rapid growth of high-throughput molecular data demands systems for efficient retrieval, integration, and scalability across omics layers. Traditional file-based workflo…
cs.LG2025
Agentomics-ML: Autonomous Machine Learning Experimentation Agent for Genomic and Transcriptomic Data
Vlastimil Martinek, Andrea Gariboldi, Dimosthenis Tzimotoudis +6
The adoption of machine learning (ML) and deep learning methods has revolutionized molecular medicine by driving breakthroughs in genomics, transcriptomics, drug discovery, and bio…