Ubuntu as a complementary perspective for addressing epistemic (in)justice in medical machine learning

Pozzi1 has thoroughly analysed testimonial injustices in the automated Prediction Drug Monitoring Programmes (PDMPs) case. Although Pozzi1 suggests that ‘the shift from an interpersonal to a structural dimension ... bears a significant moral component’, her topical investigation does not further conceptualise the type of collective knowledge practices necessary to achieve epistemic justice. As Pozzi1 concludes: ‘this paper shows the limitations of systems such as automated PDMPs, it does not provide possible solutions’. In this commentary, we propose that an Ubuntu perspective—which, so far, has received little attention in connection with epistemic injustice in medical machine learning (MML)—can fill this gap. This perspective can be used to mitigate some of the harmful effects of epistemic injustices by encouraging community involvement and forward-looking responsibility. It may be instructive to note first and foremost that the debate on epistemic justice and artificial intelligence in medicine has...
Source: Journal of Medical Ethics - Category: Medical Ethics Authors: Tags: Commentary Source Type: research