Bibliographie der Universität Regensburg

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

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

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

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

Sadegheih, Yousef, Weninger, Leon und 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 und Merhof, Dorit (2023) Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy. Journal of Pathology Informatics 14, S. 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), S. 40-42. Volltext nicht vorhanden.

Azad, Reza, Al-Antary, Mohammad T. , Heidari, Moein und Merhof, Dorit (2022) TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. IEEE Access 10, S. 108205-108215. Volltext nicht vorhanden.