Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation. - Jingna Qiu; Maximilian P. Oppelt; Michael Nissen; Lars Anneken; Katharina Breininger; Bjoern M. Eskofier (EMBC, 2022)

Pan-Tumor CAnine cuTaneous Cancer Histology (CATCH) Dataset. - Frauke Wilm; Marco Fragoso; Christian Marzahl; Jingna Qiu; Christof A. Bertram; Robert Klopfleisch; Andreas K. Maier; Katharina Breininger; Marc Aubreville (CoRR, 2022)

Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. - Mathias Öttl; Jana Mönius; Matthias Rübner; Carol I. Geppert; Jingna Qiu; Frauke Wilm; Arndt Hartmann; Matthias W. Beckmann; Peter A. Fasching; Andreas K. Maier; Ramona Erber; Katharina Breininger (CoRR, 2022)

McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy. - Jonas Utz; Maja Schlereth; Jingna Qiu; Mareike Thies; Fabian Wagner; Oumaima B. Brahim; Mingxuan Gu; Stefan Uderhardt; Katharina Breininger (Bildverarbeitung für die Medizin, 2023)

Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. - Frauke Wilm; Marco Fragoso; Christof A. Bertram; Nikolas Stathonikos; Mathias Öttl; Jingna Qiu; Robert Klopfleisch; Andreas K. Maier; Katharina Breininger; Marc Aubreville (Bildverarbeitung für die Medizin, 2023)

Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset. - Frauke Wilm; Marco Fragoso; Christian Marzahl; Jingna Qiu; Chloé Puget; Laura Diehl; Christof A. Bertram; Robert Klopfleisch; Andreas K. Maier; Katharina Breininger; Marc Aubreville (Bildverarbeitung für die Medizin, 2023)

Whole-Body Multi-Organ Segmentation Using Anatomical Attention. - Chang Liu; Felix Denzinger; Lukas Folle; Jingna Qiu; Laura Klein; Joscha Maier; Marc Kachelriess; Michael Lell; Andreas Maier 001 (ISBI, 2023)

Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. - Mathias Öttl; Jana Steenpass; Matthias Rübner; Carol I. Geppert; Jingna Qiu; Frauke Wilm; Arndt Hartmann; Matthias W. Beckmann; Peter A. Fasching; Andreas Maier 001; Ramona Erber; Katharina Breininger (ISBI, 2023)

Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology. - Frauke Wilm; Marco Fragoso; Christof A. Bertram; Nikolas Stathonikos; Mathias Öttl; Jingna Qiu; Robert Klopfleisch; Andreas Maier 001; Marc Aubreville; Katharina Breininger (ISBI, 2023)

Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. - Jingna Qiu; Frauke Wilm; Mathias Öttl; Maja Schlereth; Chang Liu; Tobias Heimann; Marc Aubreville; Katharina Breininger (MICCAI (2), 2023)

Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. - Jingna Qiu; Frauke Wilm; Mathias Öttl; Maja Schlereth; Chang Liu; Tobias Heimann; Marc Aubreville; Katharina Breininger (Bildverarbeitung für die Medizin, 2024)

Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. - Mathias Öttl; Frauke Wilm; Jana Steenpass; Jingna Qiu; Matthias Rübner; Arndt Hartmann; Matthias W. Beckmann; Peter A. Fasching; Andreas Maier 001; Ramona Erber; Bernhard Kainz; Katharina Breininger (ECCV (75), 2024)

Leveraging Image Captions for Selective Whole Slide Image Annotation. - Jingna Qiu; Marc Aubreville; Frauke Wilm; Mathias Öttl; Jonas Utz; Maja Schlereth; Katharina Breininger (MICCAI (12), 2024)

Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion. - Fuxin Fan; Jingna Qiu; Yixing Huang; Andreas K. Maier (CoRR, 2024)

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. - Evi M. C. Huijben; Maarten L. Terpstra; Arthur Jr Galapon; Suraj Pai; Adrian Thummerer; Peter Koopmans; Manya Afonso; Maureen A. J. M. van Eijnatten; Oliver J. Gurney-Champion; Zeli Chen; Yiwen Zhang; Kaiyi Zheng; et al. (Medical Image Anal., 2024)

Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation. - Jingna Qiu; Marc Aubreville; Frauke Wilm; Mathias Öttl; Jonas Utz; Maja Schlereth; Katharina Breininger (Bildverarbeitung für die Medizin, 2025)

Effortless Vision-Language Model Specialization in Histopathology without Annotation. - Jingna Qiu; Nishanth Jain; Jonas Ammeling; Marc Aubreville; Katharina Breininger (CoRR, 2025)