Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis. - Stefan Röhrl; Alice Hein; Lucie Huang; Dominik Heim; Christian Klenk; Manuel Lengl; Martin Knopp; Nawal Hafez; Oliver Hayden; Klaus Diepold (CoRR, 2022)

Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound Imaging. - Yuan Bi; Lucie Huang; Ricarda Clarenbach; Reza Ghotbi; Angelos Karlas; Nassir Navab; Zhongliang Jiang (CoRR, 2024)

Synomaly noise and multi-stage diffusion: A novel approach for unsupervised anomaly detection in medical images. - Yuan Bi; Lucie Huang; Ricarda Clarenbach; Reza Ghotbi; Angelos Karlas; Nassir Navab; Zhongliang Jiang (Medical Image Anal., 2025)