Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework

no code implementations • 3 Oct 2021 • Pia Schneider, Dominik Müller, Frank Kramer

Evaluation metrics (Classification-Report, macro f1-scores, Confusion-Matrices, ROC-Curves) of the individual folds and the ensembles show that the classifier works well.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

Stress-induced hyperalgesia instead of analgesia in patients with chronic musculoskeletal pain

no code implementations • 20 Feb 2019 • Martin Löffler, Pia Schneider, Sigrid Schuh-Hofer, Sandra Kamping, Katrin Usai, Rolf-Detlef Treede, Frauke Nees, Herta Flor

We did not observe significant changes in pain tolerance or pain unpleasantness ratings after the stressor in patients with CMP or controls.