Science and Informatics

Best Practices for Reproducible AI Research in Life Sciences – Introducing DOME

In recent years, there has been exponential growth in the use of machine learning (ML) in the life sciences, fueled by increased access to powerful hardware (e.g., GPUs) and high-quality FAIR biodata enabled by the open science movement. One standout example is AlphaFold, which uses ML to predict protein structure from genetic sequences, a breakthrough  [Read more]

Mastering Information, Science and Informatics

Tips for Writing NIH Data Management and Sharing Plans

The National Institutes of Health (NIH) requires a Data Management and Sharing Plan (DMSP) in all competing applications that generate scientific data. A DMSP should cover six key elements as outlined in NOT-OD-21-014.  While not required, using a DMSP template helps researchers address all six elements and sub-elements required by the NIH DMS policy. The  [Read more]