Towards Clinical Acceptance of Artificial Intelligence in Healthcare

Artificial intelligence can play an important role in healthcare by analysing medical images to provide diagnostic decision support to medical professionals. This thesis explores novel computer-aided diagnosis methods, focusing on two key aspects that are vital for clinical adoption: accuracy and interpretability.