Data Auditing: The Foundation of Responsible AI in Medical Imaging
Before training any neural network, before tuning hyperparameters or optimizing inference times, the first responsible step is to audit your data.
Before training any neural network, before tuning hyperparameters or optimizing inference times, the first responsible step is to audit your data.
AI ethics comes with a growing set of buzzwords: responsible, ethical, fair, transparent, explainable, and more. Some overlap, others differ in subtle ways. This post breaks down the key terms, explains their nuances, and points you to serious resources for deeper exploration.