89 citations · 415 across the 21 of their papers we have counts for
3 papers · 1 filter
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems
Nikita Sivakumar, Cameron Mura, Shayn M. Peirce
Agent-based modeling (ABM) is a well-established paradigm for simulating complex systems via interactions between constituent entities. Machine learning (ML) refers to approaches w…
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
Tian Cai, Li Xie, Muge Chen +6
Advances in biomedicine are largely fueled by exploring uncharted territories of human biology. Machine learning can both enable and accelerate discovery, but faces a fundamental h…
Structural biology meets data science: Does anything change?
Cameron Mura, Eli J. Draizen, Philip E. Bourne
Data science has emerged from the proliferation of digital data, coupled with advances in algorithms, software and hardware (e.g., GPU computing). Innovations in structural biology…