Einträge von Merhof, Dorit auf dem Publikationsserver

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).

Schueler, Jan, Kuenzel, Jonas, Thuesing, Anna, Pion, Eric, Behncke, Rose Yinghan, Haegerling, Rene, Fuchs, Dieter, Kraus, Andre, Buchholz, Bjoern, Huang, Boqiang, Merhof, Dorit , Werner, Jens M. , Schmidt, Katharina Maria, Hackl, Christina, Aung, Thiha und Haerteis, Silke (2024) Ultra high frequency ultrasound enables real-time visualization of blood supply from chorioallantoic membrane to human autosomal dominant polycystic kidney tissue. Scientific Reports 14 (1).

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.

Kazerouni, Amirhossein , Aghdam, Ehsan Khodapanah, Heidari, Moein , Azad, Reza, Fayyaz, Mohsen, Hacihaliloglu, Ilker und Merhof, Dorit (2023) Diffusion models in medical imaging: A comprehensive survey. Medical Image Analysis 88, S. 102846. Volltext nicht vorhanden.

Torow, Natalia , Li, Ronghui, Hitch, Thomas Charles Adrian, Mingels, Clemens, Al Bounny, Shahed, van Best, Niels, Stange, Eva-Lena, Simons, Britta, Maié, Tiago, Rüttger, Lennart, Gubbi, Narasimha Murthy Keshava Prasad, Abbott, Darryl Adelaide, Benabid, Adam, Gadermayr, Michael, Runge, Solveig, Treichel, Nicole, Merhof, Dorit, Rosshart, Stephan Patrick, Jehmlich, Nico , Hand, Timothy Wesley, von Bergen, Martin, Heymann, Felix , Pabst, Oliver, Clavel, Thomas, Tacke, Frank, Lelouard, Hugues, Costa, Ivan Gesteira und Hornef, Mathias Walter (2023) M cell maturation and cDC activation determine the onset of adaptive immune priming in the neonatal Peyer’s patch. Immunity 56 (6), 1220-1238.e7. Volltext nicht vorhanden.

Aja-Fernández, Santiago, Martín-Martín, Carmen, Planchuelo-Gómez, Álvaro, Faiyaz, Abrar, Uddin, Md Nasir , Schifitto, Giovanni, Tiwari, Abhishek , Shigwan, Saurabh J. , Kumar Singh, Rajeev, Zheng, Tianshu, Cao, Zuozhen, Wu, Dan, Blumberg, Stefano B., Sen, Snigdha, Goodwin-Allcock, Tobias, Slator, Paddy J., Yigit Avci, Mehmet, Li, Zihan, Bilgic, Berkin, Tian, Qiyuan, Wang, Xinyi , Tang, Zihao, Cabezas, Mariano , Rauland, Amelie , Merhof, Dorit, Manzano Maria, Renata, Campos, Vinícius Paraníba, Santini, Tales, da Costa Vieira, Marcelo Andrade, HashemizadehKolowri, SeyyedKazem, DiBella, Edward, Peng, Chenxu, Shen, Zhimin, Chen, Zan, Ullah, Irfan, Mani, Merry , Abdolmotalleby, Hesam, Eckstrom, Samuel, Baete, Steven H., Filipiak, Patryk, Dong, Tanxin, Fan, Qiuyun, de Luis-García, Rodrigo, Tristán-Vega, Antonio und Pieciak, Tomasz (2023) Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies. NeuroImage: Clinical 39, S. 103483. 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.