There are pervasive concerns related to fairness, privacy and regulatory compliance in machine learning applications in healthcare, necessitating a reevaluation of dataset creation practices. Mittal et al. examine various computer vision datasets, providing insights to foster responsible AI development.
- Surbhi Mittal
- Kartik Thakral
- Tal Hassner