Label Efficient Classification in Liquid Biopsy Data by Self-supervision. - Hümeyra Husseini; Maximilian Nielsen; Klaus Pantel; Harriet Wikman; Sabine Riethdorf; René Werner (Bildverarbeitung für die Medizin, 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

Cluster-based human-in-the-loop strategy for improving machine learning-based circulating tumor cell detection in liquid biopsy. - Hümeyra Husseini-Wüsthoff; Sabine Riethdorf; Andreas Schneeweiss; Andreas Trumpp; Klaus Pantel; Harriet Wikman; Maximilian Nielsen; René Werner (Patterns, 2025)