54 citations · 63 across the 3 of their papers we have counts for
3 papers
Prevention is better than cure: a case study of the abnormalities detection in the chest
Weronika Hryniewska, Piotr Czarnecki, Jakub Wiśniewski +2
Prevention is better than cure. This old truth applies not only to the prevention of diseases but also to the prevention of issues with AI models used in medicine. The source of ma…
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations
Weronika Hryniewska, Adrianna Grudzień, Przemysław Biecek
The increased interest in deep learning applications, and their hard-to-detect biases result in the need to validate and explain complex models. However, current explanation method…
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies
Weronika Hryniewska, Przemysław Bombiński, Patryk Szatkowski +3
The sudden outbreak and uncontrolled spread of COVID-19 disease is one of the most important global problems today. In a short period of time, it has led to the development of many…