To celebrate the 50th anniversary of the University of Oldenburg, the Wechloy campus opened its doors for an “Entdeckertag” (discovery day) on May 31 and June 1st. As part of the Entdeckertag, the university presented its research and provided exciting insights into the many opportunities and possibilities at the Faculty Read more…
Explainable AI (XAI) has demonstrated its potential in deciphering discriminatory features in machine learning (ML) decision-making processes. Specifically, XAI’s feature attribution methods shed light on individual decisions made by ML models. However, despite their visual appeal, these attributions can be unfaithful. To ensure the faithfulness of feature attributions, it is Read more…
Medical image analysis encompasses two crucial research areas: disease grading and fine-grained lesion segmentation. Although disease grading often relies on fine-grained lesion segmentation, they are usually studied separately. Disease severity grading can be approached as a classification problem, utilizing image-level annotations to determine the severity of a medical condition. On Read more…