Jingna Qiu

24 papers Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing and adapting diffusion segmentation behavior for medical images.
Biomed. Signal Process. Control.
Mathias Öttl, Siyuan Mei, Frauke Wilm, Jingna Qiu, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Hanna Hübner, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
2025 — conf
Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation.
Bildverarbeitung für die Medizin
Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Katharina Breininger
2025 J jnl
Decomposition Sampling for Efficient Region Annotations in Active Learning.
CoRR
Jingna Qiu, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Moritz Schillinger, Marc Aubreville, Katharina Breininger
2025 J jnl
Effortless Vision-Language Model Specialization in Histopathology without Annotation.
CoRR
Jingna Qiu, Nishanth Jain, Jonas Ammeling, Marc Aubreville, Katharina Breininger
2024 — conf
Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation.
Bildverarbeitung für die Medizin
Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger
2024 J jnl
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion.
CoRR
Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas K. Maier
2024 J jnl
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.
Medical Image Anal.
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, Chuanpu Li, Haowen Pang, Chuyang Ye, Runqi Wang, Tao Song, Fuxin Fan, Jingna Qiu, Yixing Huang, Juhyung Ha, Jong Sung Park, Alexandra Alain-Beaudoin, Silvain Bériault, Pengxin Yu, Hongbin Guo, Zhanyao Huang, Gengwan Li, Xueru Zhang, Yubo Fan, Han Liu, Bowen Xin, Aaron Nicolson, Lujia Zhong, Zhiwei Deng, Gustav Müller-Franzes, Firas Khader, Xia Li, Ye Zhang, Cédric Hémon, Valentin Boussot, Zhihao Zhang, Long Wang, Lu Bai, Shaobin Wang, Derk Mus, Bram Kooiman, Chelsea A. H. Sargeant, Edward G. A. Henderson, Satoshi Kondo, Satoshi Kasai, Reza Karimzadeh, Bulat Ibragimov, Thomas Helfer, Jessica Dafflon, Zijie Chen, Enpei Wang, Zoltán Perkó, Matteo Maspero
2024 — conf
Leveraging Image Captions for Selective Whole Slide Image Annotation.
MICCAI (12)
Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Katharina Breininger
2024 J jnl
Leveraging image captions for selective whole slide image annotation.
CoRR
Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Katharina Breininger
2024 J jnl
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation.
CoRR
Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger
2024 — conf
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation.
ECCV (75)
Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger
2023 — conf
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset.
Bildverarbeitung für die Medizin
Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Chloé Puget, Laura Diehl, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville
2023 — conf
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation.
MICCAI (2)
Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger
2023 J jnl
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation.
CoRR
Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger
2023 — conf
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks.
ISBI
Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger
2023 — conf
McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy.
Bildverarbeitung für die Medizin
Jonas Utz, Maja Schlereth, Jingna Qiu, Mareike Thies, Fabian Wagner, Oumaima B. Brahim, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
2023 — conf
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology.
ISBI
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger
2023 J jnl
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset.
CoRR
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville
2023 — conf
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset.
Bildverarbeitung für die Medizin
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville
2023 — conf
Whole-Body Multi-Organ Segmentation Using Anatomical Attention.
ISBI
Chang Liu, Felix Denzinger, Lukas Folle, Jingna Qiu, Laura Klein, Joscha Maier, Marc Kachelriess, Michael Lell, Andreas Maier
2022 J jnl
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks.
CoRR
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
2022 — conf
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation.
EMBC
Jingna Qiu, Maximilian P. Oppelt, Michael Nissen, Lars Anneken, Katharina Breininger, Bjoern M. Eskofier
2022 J jnl
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology.
CoRR
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger
2022 J jnl
Pan-Tumor CAnine cuTaneous Cancer Histology (CATCH) Dataset.
CoRR
Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville