Bibliography of the Universität Regensburg

Liu, Junzhuo, Eckstein, Markus, Wang, Zhixiang, Feuerhake, Friedrich and Merhof, Dorit (2025) Spatial transcriptomics expression prediction from histopathology based on cross-modal mask reconstruction and contrastive learning. Medical Image Analysis 108, p. 103889.

Kumari, Pratibha , Chauhan, Joohi, Bozorgpour, Afshin , Huang, Boqiang, Azad, Reza and Merhof, Dorit (2025) Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects. Medical Image Analysis 106, p. 103730.

Kumari, Pratibha, Bozorgpour, Afshin, Reisenbüchler, Daniel, Jost, Edgar, Crysandt, Martina, Matek, Christian and Merhof, Dorit (2025) Domain-incremental white blood cell classification with privacy-aware continual learning. Scientific Reports 15 (1).

Ibrahim, Muhammad Sohail, Usman, Muhammad and Lee, Jeong-A. (2025) USEFUSE: Uniform stride for enhanced performance in fused layer architecture of deep neural networks. Journal of Systems Architecture 166, p. 103459.

Sadegheih, Yousef, Weninger, Leon and Merhof, Dorit (2023) Novel Deep Learning Approaches for Analyzing Diffusion Imaging Data. KI - Künstliche Intelligenz.

Berijanian, Maryam, Schaadt, Nadine S., Huang, Boqiang, Lotz, Johannes, Feuerhake, Friedrich and Merhof, Dorit (2023) Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy. Journal of Pathology Informatics 14, p. 100195.

Merhof, Dorit (2023) Automatisierte, KI-basierte Analyse von Bilddaten : Der Lehrstuhl für Bildverarbeitung. Blick in die Wissenschaft : Forschungsmagazin der Universität Regensburg 31 (44/45), pp. 40-42. Fulltext not available.

Azad, Reza, Al-Antary, Mohammad T. , Heidari, Moein and Merhof, Dorit (2022) TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. IEEE Access 10, pp. 108205-108215. Fulltext not available.