Publications

Here you can find our latest publications. We are working on deep learning-based microscopy applications, such as pathology:

93 entries « 1 of 2 »

2024

93.

Ammeling, Jonas; Aubreville, Marc; Fritz, Alexis; Kießig, Angelika; Krügel, Sebastian; Uhl, Matthias

An Interdisciplinary Perspective on AI-Supported Decision Making in Medicine Journal Article

In: Technology in Society, pp. 102791, 2024, ISSN: 0160791X.

Links | BibTeX | Tags:

92.

Stathonikos, Nikolas; Aubreville, Marc; Vries, Sjoerd De; Wilm, Frauke; Bertram, Christof A; Veta, Mitko; Diest, Paul J Van

Breast cancer survival prediction using an automated mitosis detection pipeline Journal Article

In: The Journal of Pathology: Clinical Research, vol. 10, no. 6, pp. e70008, 2024, ISSN: 2056-4538, 2056-4538.

Abstract | Links | BibTeX | Tags:

91.

Ganz, Jonathan; Marzahl, Christian; Ammeling, Jonas; Rosbach, Emely; Richter, Barbara; Puget, Chloé; Denk, Daniela; Demeter, Elena A.; Tăbăran, Flaviu A.; Wasinger, Gabriel; Lipnik, Karoline; Tecilla, Marco; Valentine, Matthew J.; Dark, Michael J.; Abele, Niklas; Bolfa, Pompei; Erber, Ramona; Klopfleisch, Robert; Merz, Sophie; Donovan, Taryn A.; Jabari, Samir; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis Journal Article

In: Scientific Reports, vol. 14, no. 1, pp. 26273, 2024, ISSN: 2045-2322.

Abstract | Links | BibTeX | Tags:

90.

Haghofer, Andreas; Parlak, Eda; Bartel, Alexander; Donovan, Taryn A.; Assenmacher, Charles-Antoine; Bolfa, Pompei; Dark, Michael J.; Fuchs-Baumgartinger, Andrea; Klang, Andrea; Jäger, Kathrin; Klopfleisch, Robert; Merz, Sophie; Richter, Barbara; Schulman, F. Yvonne; Janout, Hannah; Ganz, Jonathan; Scharinger, Josef; Aubreville, Marc; Winkler, Stephan M.; Kiupel, Matti; Bertram, Christof A.

Nuclear pleomorphism in canine cutaneous mast cell tumors: Comparison of reproducibility and prognostic relevance between estimates, manual morphometry, and algorithmic morphometry Journal Article

In: Veterinary Pathology, pp. 03009858241295399, 2024, ISSN: 0300-9858, 1544-2217.

Abstract | Links | BibTeX | Tags:

89.

Puget, Chloé; Ganz, Jonathan; Ostermaier, Julian; Conrad, Thomas; Parlak, Eda; Bertram, Christof A.; Kiupel, Matti; Breininger, Katharina; Aubreville, Marc; Klopfleisch, Robert

Artificial intelligence can be trained to predict textitc-KIT -11 mutational status of canine mast cell tumors from hematoxylin and eosin-stained histological slides Journal Article

In: Veterinary Pathology, pp. 03009858241286806, 2024, ISSN: 0300-9858, 1544-2217.

Abstract | Links | BibTeX | Tags:

88.

Aubreville, Marc; Ganz, Jonathan; Ammeling, Jonas; Rosbach, Emely; Gehrke, Thomas; Scherzad, Agmal; Hackenberg, Stephan; Goncalves, Miguel

Prediction of tumor board procedural recommendations using large language models Journal Article

In: European Archives of Oto-Rhino-Laryngology, 2024, ISSN: 1434-4726.

Abstract | Links | BibTeX | Tags:

87.

Ganz, Jonathan; Ammeling, Jonas; Jabari, Samir; Breininger, Katharina; Aubreville, Marc

Re-identification from histopathology images Journal Article

In: Medical Image Analysis, pp. 103335, 2024, ISSN: 13618415.

Links | BibTeX | Tags:

86.

Aubreville, Marc; Ganz, Jonathan; Ammeling, Jonas; Kaltenecker, Christopher; Bertram, Christof A.

Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis Proceedings Article

In: Medical Imaging with Deep Learning, Paris, France, 2024.

Abstract | Links | BibTeX | Tags:

85.

Fick, Rutger H. J.; Bertram, Christof A.; Aubreville, Marc

Improving CNN-Based Mitosis Detection through Rescanning Annotated Glass Slides and Atypical Mitosis Subtyping Proceedings Article

In: Medical Imaging with Deep Learning 2024, 2024.

Links | BibTeX | Tags:

84.

Glahn, Imaine; Haghofer, Andreas; Donovan, Taryn A.; Degasperi, Brigitte; Bartel, Alexander; Kreilmeier-Berger, Theresa; Hyndman, Philip S.; Janout, Hannah; Assenmacher, Charles-Antoine; Bartenschlager, Florian; Bolfa, Pompei; Dark, Michael J.; Klang, Andrea; Klopfleisch, Robert; Merz, Sophie; Richter, Barbara; Schulman, F. Yvonne; Ganz, Jonathan; Scharinger, Josef; Aubreville, Marc; Winkler, Stephan M.; Bertram, Christof A.

Automated Nuclear Morphometry: A Deep Learning Approach for Prognostication in Canine Pulmonary Carcinoma to Enhance Reproducibility Journal Article

In: Veterinary Sciences, vol. 11, no. 6, pp. 278, 2024, ISSN: 2306-7381.

Abstract | Links | BibTeX | Tags:

83.

Krügel, Sebastian; Ammeling, Jonas; Aubreville, Marc; Fritz, Alexis; Kießig, Angelika; Uhl, Matthias

Perceived responsibility in AI-supported medicine Journal Article

In: AI & SOCIETY, 2024, ISSN: 0951-5666, 1435-5655.

Abstract | Links | BibTeX | Tags:

82.

Frenken, Ann‐Kathrin; Sievert, Matti; Panuganti, Bharat; Aubreville, Marc; Meyer, Till; Scherzad, Agmal; Gehrke, Thomas; Scheich, Matthias; Hackenberg, Stephan; Goncalves, Miguel

Feasibility of Optical Biopsy During Endoscopic Sinus Surgery With Confocal Laser Endomicroscopy: A Pilot Study Journal Article

In: The Laryngoscope, pp. lary.31503, 2024, ISSN: 0023-852X, 1531-4995.

Abstract | Links | BibTeX | Tags:

81.

Pernias, Pablo; Rampas, Dominic; Richter, Mats L.; Pal, Christopher; Aubreville, Marc

Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Proceedings Article

In: The Twelfth International Conference on Learning Representations, Vienna, Austria, 2024, (arXiv:2306.00637 [cs]).

Abstract | Links | BibTeX | Tags:

80.

Aubreville, Marc; Stathonikos, Nikolas; Donovan, Taryn A.; Klopfleisch, Robert; Ammeling, Jonas; Ganz, Jonathan; Wilm, Frauke; Veta, Mitko; Jabari, Samir; Eckstein, Markus; Annuscheit, Jonas; Krumnow, Christian; Bozaba, Engin; Çayır, Sercan; Gu, Hongyan; Chen, Xiang ‘Anthony’; Jahanifar, Mostafa; Shephard, Adam; Kondo, Satoshi; Kasai, Satoshi; Kotte, Sujatha; Saipradeep, V. G.; Lafarge, Maxime W.; Koelzer, Viktor H.; Wang, Ziyue; Zhang, Yongbing; Yang, Sen; Wang, Xiyue; Breininger, Katharina; Bertram, Christof A.

Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge Journal Article

In: Medical Image Analysis, vol. 94, pp. 103155, 2024, ISSN: 13618415.

Links | BibTeX | Tags:

79.

Krügel, Sebastian; Ammeling, Jonas; Aubreville, Marc; Fritz, Alexis; Kießig, Angelika; Uhl, Matthias

Perceived responsibility in AI-supported medicine Journal Article

In: AI & SOCIETY, 2024, ISSN: 0951-5666, 1435-5655.

Abstract | Links | BibTeX | Tags:

78.

Oetter, Nicolai; Pröll, Jonas; Sievert, Matti; Goncalves, Miguel; Rohde, Maximilian; Nobis, Christopher-Philipp; Knipfer, Christian; Aubreville, Marc; Pan, Zhaoya; Breininger, Katharina; Maier, Andreas; Kesting, Marco; Stelzle, Florian

Oral mucosa – an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study Journal Article

In: Clinical Oral Investigations, vol. 28, no. 5, pp. 266, 2024, ISSN: 1436-3771.

Abstract | Links | BibTeX | Tags:

77.

Sievert, Matti; Aubreville, Marc; Mueller, Sarina Katrin; Eckstein, Markus; Breininger, Katharina; Iro, Heinrich; Goncalves, Miguel

Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision Journal Article

In: European Archives of Oto-Rhino-Laryngology, 2024, ISSN: 0937-4477, 1434-4726.

Links | BibTeX | Tags:

76.

Wilm, Frauke; Reimann, Marcel; Taubmann, Oliver; Mühlberg, Alexander; Breininger, Katharina

Appearance-based Debiasing of Deep Learning Models in Medical Imaging Book Section

In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2024, pp. 19–24, Springer Fachmedien Wiesbaden, Wiesbaden, 2024, ISBN: 9783658440367 9783658440374.

Links | BibTeX | Tags:

75.

Aubreville, Marc; Pan, Zhaoya; Sievert, Matti; Ammeling, Jonas; Ganz, Jonathan; Oetter, Nicolai; Stelzle, Florian; Frenken, Ann-Kathrin; Breininger, Katharina; Goncalves, Miguel

Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors Book Section

In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2024, pp. 143–148, Springer Fachmedien Wiesbaden, Wiesbaden, 2024, ISBN: 9783658440367 9783658440374.

Links | BibTeX | Tags:

74.

Ammeling, Jonas; Hecker, Moritz; Ganz, Jonathan; Donovan, Taryn A.; Klopfleisch, Robert; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry Book Section

In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2024, pp. 123–128, Springer Fachmedien Wiesbaden, Wiesbaden, 2024, ISBN: 9783658440367 9783658440374.

Links | BibTeX | Tags:

73.

Ganz, Jonathan; Puget, Chloé; Ammeling, Jonas; Parlak, Eda; Kiupel, Matti; Bertram, Christof A.; Breininger, Katharina; Klopfleisch, Robert; Aubreville, Marc

Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning Book Section

In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2024, pp. 137–142, Springer Fachmedien Wiesbaden, Wiesbaden, 2024, ISBN: 9783658440367 9783658440374.

Links | BibTeX | Tags:

72.

Aubreville, Marc

Developing Robust AI Applications for Clinical Use: The Special Case of Pathology Journal Article

In: Trillium Pathology, vol. TP 1/2004, 2024.

Links | BibTeX | Tags:

71.

Qiu, Jingna; Aubreville, Marc; Wilm, Frauke; Öttl, Mathias; Utz, Jonas; Schlereth, Maja; Breininger, Katharina

Leveraging image captions for selective whole slide image annotation Proceedings Article

In: Proceedings of MICCAI, 2024.

Abstract | Links | BibTeX | Tags:

70.

Qiu, Jingna; Aubreville, Marc; Wilm, Frauke; Öttl, Mathias; Utz, Jonas; Schlereth, Maja; Breininger, Katharina

Leveraging Image Captions for Selective Whole Slide Image Annotation Book Section

In: Linguraru, Marius George; Dou, Qi; Feragen, Aasa; Giannarou, Stamatia; Glocker, Ben; Lekadir, Karim; Schnabel, Julia A. (Ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, vol. 15012, pp. 207–217, Springer Nature Switzerland, Cham, 2024, ISBN: 9783031723896 9783031723902.

Links | BibTeX | Tags:

2023

69.

Haghofer, Andreas; Fuchs-Baumgartinger, Andrea; Lipnik, Karoline; Klopfleisch, Robert; Aubreville, Marc; Scharinger, Josef; Weissenböck, Herbert; Winkler, Stephan M.; Bertram, Christof A.

Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing Journal Article

In: Scientific Reports, vol. 13, no. 1, pp. 19436, 2023, ISSN: 2045-2322.

Abstract | Links | BibTeX | Tags:

68.

Utz, Jonas; Weise, Tobias; Schlereth, Maja; Wagner, Fabian; Thies, Mareike; Gu, Mingxuan; Uderhardt, Stefan; Breininger, Katharina

Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN Proceedings Article

In: 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), pp. 3858–3866, IEEE, Paris, France, 2023, ISBN: 9798350307443.

Links | BibTeX | Tags:

67.

Ammeling, Jonas; Manger, Carina; Kwaka, Elias; Krügel, Sebastian; Uhl, Matthias; Kießig, Angelika; Fritz, Alexis; Ganz, Jonathan; Riener, Andreas; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Appealing but Potentially Biasing – Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making Proceedings Article

In: MuC ’23: Mensch und Computer 2023, pp. 330–335, ACM, Rapperswil Switzerland, 2023, ISBN: 9798400707711.

Links | BibTeX | Tags:

66.

Fragoso-Garcia, Marco; Wilm, Frauke; Bertram, Christof A.; Merz, Sophie; Schmidt, Anja; Donovan, Taryn; Fuchs-Baumgartinger, Andrea; Bartel, Alexander; Marzahl, Christian; Diehl, Laura; Puget, Chloe; Maier, Andreas; Aubreville, Marc; Breininger, Katharina; Klopfleisch, Robert

Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images Journal Article

In: Veterinary Pathology, pp. 03009858231189205, 2023, ISSN: 0300-9858, 1544-2217.

Abstract | Links | BibTeX | Tags:

65.

Hirling, Dominik; Tasnadi, Ervin; Caicedo, Juan; Caroprese, Maria V.; Sjögren, Rickard; Aubreville, Marc; Koos, Krisztian; Horvath, Peter

Segmentation metric misinterpretations in bioimage analysis Journal Article

In: Nature Methods, 2023, ISSN: 1548-7091, 1548-7105.

Abstract | Links | BibTeX | Tags:

64.

Aubreville, Marc; Wilm, Frauke; Stathonikos, Nikolas; Breininger, Katharina; Donovan, Taryn A.; Jabari, Samir; Veta, Mitko; Ganz, Jonathan; Ammeling, Jonas; Diest, Paul J. Van; Klopfleisch, Robert; Bertram, Christof A.

A comprehensive multi-domain dataset for mitotic figure detection Journal Article

In: Scientific Data, vol. 10, no. 1, pp. 484, 2023, ISSN: 2052-4463.

Abstract | Links | BibTeX | Tags:

63.

Sheng, Bin; Aubreville, Marc (Ed.)

Mitosis Domain Generalization and Diabetic Retinopathy Analysis: MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings Book

Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-33657-7 978-3-031-33658-4.

Links | BibTeX | Tags:

62.

Rampas, Dominic; Pernias, Pablo; Aubreville, Marc

A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces Miscellaneous

2023, (arXiv:2211.07292 [cs]).

Abstract | Links | BibTeX | Tags:

61.

Sievert, M.; Aubreville, M.; Eckstein, M.; Mantsopoulos, K.; Koch, M.; Gostian, A. O.; Mueller, S. K.; Iro, H.; Goncalves, M.

Cellular density and variability in laryngeal and pharyngeal squamous cell carcinoma using confocal laser endomicroscopy Journal Article

In: European Review for Medical and Pharmacological Sciences, vol. 27, no. 8, pp. 3622–3630, 2023, ISSN: 1128-3602, 2284-0729.

Abstract | Links | BibTeX | Tags:

60.

Ammeling, Jonas; Schmidt, Lars-Henning; Ganz, Jonathan; Niedermair, Tanja; Brochhausen-Delius, Christoph; Schulz, Christian; Breininger, Katharina; Aubreville, Marc

Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 220–225, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

59.

Aubreville, Marc; Ganz, Jonathan; Ammeling, Jonas; Donovan, Taryn A.; Fick, Rutger Hj.; Breininger, Katharina; Bertram, Christof A.

Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 189–195, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

58.

Ganz, Jonathan; Lipnik, Karoline; Ammeling, Jonas; Richter, Barbara; Puget, Chloé; Parlak, Eda; Diehl, Laura; Klopfleisch, Robert; Donovan, Taryn A.; Kiupel, Matti; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc

Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 226–231, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

57.

Lausser, Ludwig M.; Bertram, Christof A.; Klopfleisch, Robert; Aubreville, Marc

Limits of Human Expert Ensembles in Mitosis Multi-expert Ground Truth Generation Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 116–121, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

56.

Wilm, Frauke; Fragoso, Marco; Bertram, Christof A.; Stathonikos, Nikolas; Öttl, Mathias; Qiu, Jingna; Klopfleisch, Robert; Maier, Andreas; Breininger, Katharina; Aubreville, Marc

Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 206–211, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

55.

Wilm, Frauke; Ihling, Christian; Méhes, Gábor; Terracciano, Luigi; Puget, Chloé; Klopfleisch, Robert; Schüffler, Peter; Aubreville, Marc; Maier, Andreas; Mrowiec, Thomas; Breininger, Katharina

Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry Journal Article

In: Journal of Pathology Informatics, vol. 14, pp. 100301, 2023, ISSN: 21533539.

Links | BibTeX | Tags:

54.

Utz, Jonas; Schlereth, Maja; Qiu, Jingna; Thies, Mareike; Wagner, Fabian; Brahim, Oumaima Ben; Gu, Mingxuan; Uderhardt, Stefan; Breininger, Katharina

McLabel: A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy Book Section

In: Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2023, pp. 82–87, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-41656-0 978-3-658-41657-7, (Series Title: Informatik aktuell).

Links | BibTeX | Tags:

53.

Qiu, Jingna; Wilm, Frauke; Öttl, Mathias; Schlereth, Maja; Liu, Chang; Heimann, Tobias; Aubreville, Marc; Breininger, Katharina

Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation Book Section

In: Greenspan, Hayit; Madabhushi, Anant; Mousavi, Parvin; Salcudean, Septimiu; Duncan, James; Syeda-Mahmood, Tanveer; Taylor, Russell (Ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, vol. 14221, pp. 90–100, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-43894-3 978-3-031-43895-0, (Series Title: Lecture Notes in Computer Science).

Links | BibTeX | Tags:

52.

Aubreville, Marc; Stathonikos, Nikolas; Bertram, Christof A.; Klopfleisch, Robert; Hoeve, Natalie Ter; Ciompi, Francesco; Wilm, Frauke; Marzahl, Christian; Donovan, Taryn A.; Maier, Andreas; Breen, Jack; Ravikumar, Nishant; Chung, Youjin; Park, Jinah; Nateghi, Ramin; Pourakpour, Fattaneh; Fick, Rutger H. J.; Hadj, Saima Ben; Jahanifar, Mostafa; Shephard, Adam; Dexl, Jakob; Wittenberg, Thomas; Kondo, Satoshi; Lafarge, Maxime W.; Koelzer, Viktor H.; Liang, Jingtang; Wang, Yubo; Long, Xi; Liu, Jingxin; Razavi, Salar; Khademi, April; Yang, Sen; Wang, Xiyue; Erber, Ramona; Klang, Andrea; Lipnik, Karoline; Bolfa, Pompei; Dark, Michael J.; Wasinger, Gabriel; Veta, Mitko; Breininger, Katharina

Mitosis domain generalization in histopathology images — The MIDOG challenge Journal Article

In: Medical Image Analysis, vol. 84, pp. 102699, 2023, ISSN: 13618415.

Links | BibTeX | Tags:

51.

Pan, Zhaoya; Breininger, Katharina; Aubreville, Marc; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Mantsopoulos, Konstantinos; Iro, Heinrich; Goncalves, Miguel; Sievert, Matti

Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging Journal Article

In: American Journal of Otolaryngology, vol. 44, no. 2, pp. 103779, 2023, ISSN: 01960709.

Links | BibTeX | Tags:

50.

Ammeling, Jonas; Wilm, Frauke; Ganz, Jonathan; Breininger, Katharina; Aubreville, Marc

Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge Book Section

In: Sheng, Bin; Aubreville, Marc (Ed.): Mitosis Domain Generalization and Diabetic Retinopathy Analysis, vol. 13597, pp. 201–205, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-33657-7 978-3-031-33658-4, (Series Title: Lecture Notes in Computer Science).

Links | BibTeX | Tags:

2022

49.

Sievert, Matti; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Rupp, Robin; Eckstein, Markus; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Aubreville, Marc; Iro, Heinrich; Goncalves, Miguel

Validation of a classification and scoring system for the diagnosis of laryngeal and pharyngeal squamous cell carcinomas by confocal laser endomicroscopy Journal Article

In: Brazilian Journal of Otorhinolaryngology, vol. 88, pp. S26–S32, 2022, ISSN: 18088694.

Links | BibTeX | Tags:

48.

Wilm, Frauke; Fragoso, Marco; Marzahl, Christian; Qiu, Jingna; Puget, Chloé; Diehl, Laura; Bertram, Christof A.; Klopfleisch, Robert; Maier, Andreas; Breininger, Katharina; Aubreville, Marc

Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset Journal Article

In: Scientific Data, vol. 9, no. 1, pp. 588, 2022, ISSN: 2052-4463.

Abstract | Links | BibTeX | Tags:

47.

Marzahl, Christian; Hill, Jenny; Stayt, Jason; Bienzle, Dorothee; Welker, Lutz; Wilm, Frauke; Voigt, Jörn; Aubreville, Marc; Maier, Andreas; Klopfleisch, Robert; Breininger, Katharina; Bertram, Christof A.

Inter-species cell detection – datasets on pulmonary hemosiderophages in equine, human and feline specimens Journal Article

In: Scientific Data, vol. 9, no. 1, pp. 269, 2022, ISSN: 2052-4463.

Abstract | Links | BibTeX | Tags:

46.

Sievert, Matti; Eckstein, Markus; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Stelzle, Florian; Aubreville, Marc; Oetter, Nicolai; Maier, Andreas; Iro, Heinrich; Goncalves, Miguel

Impact of intraepithelial capillary loops and atypical vessels in confocal laser endomicroscopy for the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma Journal Article

In: European Archives of Oto-Rhino-Laryngology, vol. 279, no. 4, pp. 2029–2037, 2022, ISSN: 0937-4477, 1434-4726.

Abstract | Links | BibTeX | Tags:

45.

Bertram, Christof A.; Aubreville, Marc; Donovan, Taryn A.; Bartel, Alexander; Wilm, Frauke; Marzahl, Christian; Assenmacher, Charles-Antoine; Becker, Kathrin; Bennett, Mark; Corner, Sarah; Cossic, Brieuc; Denk, Daniela; Dettwiler, Martina; Gonzalez, Beatriz Garcia; Gurtner, Corinne; Haverkamp, Ann-Kathrin; Heier, Annabelle; Lehmbecker, Annika; Merz, Sophie; Noland, Erica L.; Plog, Stephanie; Schmidt, Anja; Sebastian, Franziska; Sledge, Dodd G.; Smedley, Rebecca C.; Tecilla, Marco; Thaiwong, Tuddow; Fuchs-Baumgartinger, Andrea; Meuten, Donald J.; Breininger, Katharina; Kiupel, Matti; Maier, Andreas; Klopfleisch, Robert

Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy Journal Article

In: Veterinary Pathology, vol. 59, no. 2, pp. 211–226, 2022, ISSN: 0300-9858, 1544-2217.

Abstract | Links | BibTeX | Tags:

44.

Ganz, Jonathan; Bertram, Christof A.; Klopfleisch, Robert; Jabari, Samir; Breininger, Katharina; Aubreville, Marc

Classification of visibility in multi-stain microscopy images Proceedings Article

In: Medical Imaging with Deep Learning 2022, Zurich, 2022.

BibTeX | Tags:

93 entries « 1 of 2 »