no code implementations • 18 Feb 2024 • Przemysław Bombiński, Patryk Szatkowski, Bartłomiej Sobieski, Tymoteusz Kwieciński, Szymon Płotka, Mariusz Adamek, Marcin Banasiuk, Mariusz I. Furmanek, Przemysław Biecek
We show, that lung X-ray masks created by following the contours of the heart, mediastinum, and diaphragm significantly underestimate lung regions and exclude substantial portions of the lungs from further assessment, which may result in numerous clinical errors.
no code implementations • 18 May 2023 • Weronika Hryniewska, Piotr Czarnecki, Jakub Wiśniewski, Przemysław Bombiński, Przemysław Biecek
Based on this use case, we show how to monitor data and model balance (fairness) throughout the life cycle of a predictive model, from data acquisition to parity analysis of model scores.
1 code implementation • 11 Dec 2020 • Weronika Hryniewska, Przemysław Bombiński, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemysław Biecek
The sudden outbreak and uncontrolled spread of COVID-19 disease is one of the most important global problems today.