Andreas Kleppe

Andreas Kleppe is an Associate Professor at the Department of Digital Signal Processing and Image Analysis, University of Oslo. His research focuses on integrating deep learning with medical imaging for cancer prognosis, particularly in gynecological and colorectal cancers.

Research Interests

• Digital Signal Processing
• Medical Image Analysis
• Machine Learning
• Artificial Intelligence
• Deep Learning
• Medical Informatics

Publication TrendsRecent works emphasize deep learning for cancer outcome prediction, biomarker validation (e.g., DNA ploidy, L1CAM), and histopathological analysis. Collaborative studies span gynecological oncology, prostate cancer, and colorectal cancer, often leveraging automated staging markers.

Labs/GroupsHe is affiliated with the Digital Signal Processing and Image Analysis (DSB) research group at UiO.