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Jingna Qiu
List of publications:
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Juniorprofessur für Artificial Intelligence in Medical Imaging
Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung)
Publications
(10)
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Journal article
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Book chapter / Article in edited volumes
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Authored book
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Translation
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Thesis
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Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation (2023)
Qiu J, Wilm F, Öttl M, Schlereth M, Liu C, Heimann T, Aubreville M, Breininger K
Conference contribution, Conference Contribution
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks (2023)
Öttl M, Steenpaß J, Rübner M, Geppert CI, Qiu J, Wilm F, Hartmann A, et al.
Conference contribution
Whole-Body Multi-Organ Segmentation Using Anatomical Attention (2023)
Liu C, Denzinger F, Folle L, Qiu J, Klein L, Maier J, Kachelrieb M, et al.
Conference contribution
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset (2023)
Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al.
Conference contribution
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology (2023)
Wilm F, Fragoso M, Bertram CA, Stathonikos N, Ottl M, Qiu J, Klopfleisch R, et al.
Conference contribution
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset (2023)
Wilm F, Fragoso M, Bertram CA, Stathonikos N, Öttl M, Qiu J, Klopfleisch R, et al.
Conference contribution
McLabel: A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy (2023)
Utz J, Schlereth M, Qiu J, Thies M, Wagner F, Brahim OB, Gu M, et al.
Conference contribution
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset (2022)
Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al.
Journal article
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation (2022)
Qiu J, Oppelt M, Nissen M, Anneken L, Breininger K, Eskofier B
Conference contribution
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases (2020)
Fan F, Qiu J, Wang J, Valianos S, Farooq MM, Fu W, Kordon FJ, Maier A
Conference contribution, Abstract of lecture