Reproducibility in machine learning for medical imaging

Understand

Reproducibility is a cornerstone of science, as the replication of findings is the process through which they become knowledge.

• It is widely considered that many fields of science are undergoing a reproducibility crisis.
• This has led to the publications of various guidelines in order to improve research reproducibility.
• This didactic chapter intends at being an introduction to reproducibility for researchers in the field of machine learning for medical imaging.