Explainable convolutional neural networks for assessing head and neck cancer histopathology

• Main Authors: Marion Dörrich (Author), Markus Hecht (Author), Rainer Fietkau (Author), Arndt Hartmann (Author), Heinrich Iro (Author), Antoniu-Oreste Gostian (Author), Markus Eckstein (Author), Andreas M. Kist (Author)
• Format: Book
• Published: BMC, 2023-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Purpose Although neural networks have shown remarkable performance in medical image analysis, their translation into clinical practice remains difficult due to their lack of interpretability. An emerging field that addresses this problem is Explainable AI. Methods Here, we aimed to investig...