Joshua W. K. Ho

The evaluation crisis in artificial intelligence‐driven computational biology: Pitfalls and solutions

Artificial intelligence (AI) is rapidly transforming computational biology. However, closer scrutiny reveals that many reported results do not hold under rigorous evaluation. This paper identifies prevalent, recurring issues in the field, including narrow datasets, hidden confounders that make supposedly independent...