Publications

@incollection{martel_are_2020,

title = {Are Fast Labeling Methods Reliable? A Case Study of Computer-Aided Expert Annotations on Microscopy Slides},

author = {Christian Marzahl and Christof A. Bertram and Marc Aubreville and Anne Petrick and Kristina Weiler and Agnes C. Gläsel and Marco Fragoso and Sophie Merz and Florian Bartenschlager and Judith Hoppe and Alina Langenhagen and Anne-Katherine Jasensky and Jörn Voigt and Robert Klopfleisch and Andreas Maier},

editor = {Anne L. Martel and Purang Abolmaesumi and Danail Stoyanov and Diana Mateus and Maria A. Zuluaga and S. Kevin Zhou and Daniel Racoceanu and Leo Joskowicz},

url = {https://link.springer.com/10.1007/978-3-030-59710-8_3},

doi = {10.1007/978-3-030-59710-8_3},

isbn = {978-3-030-59709-2 978-3-030-59710-8},

year  = {2020},

date = {2020-01-01},

urldate = {2023-06-30},

booktitle = {Medical Image Computing and Computer Assisted Intervention – MICCAI 2020},

volume = {12261},

pages = {24–32},

publisher = {Springer International Publishing},

address = {Cham},

note = {Series Title: Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{tolxdorff_is_2020,

title = {Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides?},

author = {Christian Marzahl and Marc Aubreville and Christof A. Bertram and Stefan Gerlach and Jennifer Maier and Jörn Voigt and Jenny Hill and Robert Klopfleisch and Andreas Maier},

editor = {Thomas Tolxdorff and Thomas M. Deserno and Heinz Handels and Andreas Maier and Klaus H. Maier-Hein and Christoph Palm},

url = {http://link.springer.com/10.1007/978-3-658-29267-6_5},

doi = {10.1007/978-3-658-29267-6_5},

isbn = {978-3-658-29266-9 978-3-658-29267-6},

year  = {2020},

date = {2020-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2020},

pages = {26–31},

publisher = {Springer Fachmedien Wiesbaden},

address = {Wiesbaden},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{cardoso_are_2020,

title = {Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels},

author = {Christof A. Bertram and Mitko Veta and Christian Marzahl and Nikolas Stathonikos and Andreas Maier and Robert Klopfleisch and Marc Aubreville},

editor = {Jaime Cardoso and Hien Van Nguyen and Nicholas Heller and Pedro Henriques Abreu and Ivana Isgum and Wilson Silva and Ricardo Cruz and Jose Pereira Amorim and Vishal Patel and Badri Roysam and Kevin Zhou and Steve Jiang and Ngan Le and Khoa Luu and Raphael Sznitman and Veronika Cheplygina and Diana Mateus and Emanuele Trucco and Samaneh Abbasi},

url = {https://link.springer.com/10.1007/978-3-030-61166-8_22},

doi = {10.1007/978-3-030-61166-8_22},

isbn = {978-3-030-61165-1 978-3-030-61166-8},

year  = {2020},

date = {2020-01-01},

urldate = {2023-06-30},

booktitle = {Interpretable and Annotation-Efficient Learning for Medical Image Computing},

volume = {12446},

pages = {204–213},

publisher = {Springer International Publishing},

address = {Cham},

note = {Series Title: Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{tolxdorff_inter-species_2020,

title = {Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment: Learning New Tricks from Old Dogs},

author = {Marc Aubreville and Christof A. Bertram and Samir Jabari and Christian Marzahl and Robert Klopfleisch and Andreas Maier},

editor = {Thomas Tolxdorff and Thomas M. Deserno and Heinz Handels and Andreas Maier and Klaus H. Maier-Hein and Christoph Palm},

url = {http://link.springer.com/10.1007/978-3-658-29267-6_1},

doi = {10.1007/978-3-658-29267-6_1},

isbn = {978-3-658-29266-9 978-3-658-29267-6},

year  = {2020},

date = {2020-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2020},

pages = {1–7},

publisher = {Springer Fachmedien Wiesbaden},

address = {Wiesbaden},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{gupta_classification_2019,

title = {Classification of Leukemic B-Lymphoblast Cells from Blood Smear Microscopic Images with an Attention-Based Deep Learning Method and Advanced Augmentation Techniques},

author = {Christian Marzahl and Marc Aubreville and Jörn Voigt and Andreas Maier},

editor = {Anubha Gupta and Ritu Gupta},

url = {http://link.springer.com/10.1007/978-981-15-0798-4_2},

doi = {10.1007/978-981-15-0798-4_2},

isbn = {978-981-15-0797-7 978-981-15-0798-4},

year  = {2019},

date = {2019-01-01},

urldate = {2023-06-30},

booktitle = {ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging},

pages = {13–22},

publisher = {Springer Singapore},

address = {Singapore},

note = {Series Title: Lecture Notes in Bioengineering},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{cliquet_transferability_2019,

title = {Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract},

author = {Marc Aubreville and Miguel Goncalves and Christian Knipfer and Nicolai Oetter and Tobias Würfl and Helmut Neumann and Florian Stelzle and Christopher Bohr and Andreas Maier},

editor = {Alberto Cliquet and Sheldon Wiebe and Paul Anderson and Giovanni Saggio and Reyer Zwiggelaar and Hugo Gamboa and Ana Fred and Sergi Bermúdez I Badia},

url = {http://link.springer.com/10.1007/978-3-030-29196-9_4},

doi = {10.1007/978-3-030-29196-9_4},

isbn = {978-3-030-29195-2 978-3-030-29196-9},

year  = {2019},

date = {2019-01-01},

urldate = {2023-06-30},

booktitle = {Biomedical Engineering Systems and Technologies},

volume = {1024},

pages = {67–85},

publisher = {Springer International Publishing},

address = {Cham},

note = {Series Title: Communications in Computer and Information Science},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{handels_augmented_2019,

title = {Augmented Mitotic Cell Count Using Field of Interest Proposal},

author = {Marc Aubreville and Christof A. Bertram and Robert Klopfleisch and Andreas Maier},

editor = {Heinz Handels and Thomas M. Deserno and Andreas Maier and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-658-25326-4_71},

doi = {10.1007/978-3-658-25326-4_71},

isbn = {978-3-658-25325-7 978-3-658-25326-4},

year  = {2019},

date = {2019-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2019},

pages = {321–326},

publisher = {Springer Fachmedien Wiesbaden},

address = {Wiesbaden},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{stoyanov_multiple_2018,

title = {Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning},

author = {Katharina Breininger and Tobias Würfl and Tanja Kurzendorfer and Shadi Albarqouni and Marcus Pfister and Markus Kowarschik and Nassir Navab and Andreas Maier},

editor = {Danail Stoyanov and Zeike Taylor and Simone Balocco and Raphael Sznitman and Anne Martel and Lena Maier-Hein and Luc Duong and Guillaume Zahnd and Stefanie Demirci and Shadi Albarqouni and Su-Lin Lee and Stefano Moriconi and Veronika Cheplygina and Diana Mateus and Emanuele Trucco and Eric Granger and Pierre Jannin},

url = {http://link.springer.com/10.1007/978-3-030-01364-6_3},

doi = {10.1007/978-3-030-01364-6_3},

isbn = {978-3-030-01363-9 978-3-030-01364-6},

year  = {2018},

date = {2018-01-01},

urldate = {2023-07-01},

booktitle = {Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis},

volume = {11043},

pages = {19–27},

publisher = {Springer International Publishing},

address = {Cham},

note = {Series Title: Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_frangi-net_2018,

title = {Frangi-Net},

author = {Weilin Fu and Katharina Breininger and Roman Schaffert and Nishant Ravikumar and Tobias Würfl and Jim Fujimoto and Eric Moult and Andreas Maier},

editor = {Andreas Maier and Thomas M. Deserno and Heinz Handels and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-662-56537-7_87},

doi = {10.1007/978-3-662-56537-7_87},

isbn = {978-3-662-56536-0 978-3-662-56537-7},

year  = {2018},

date = {2018-01-01},

urldate = {2023-07-01},

booktitle = {Bildverarbeitung für die Medizin 2018},

pages = {341–346},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_motion_2018,

title = {Motion Artifact Detection in Confocal Laser Endomicroscopy Images},

author = {Maike Stoeve and Marc Aubreville and Nicolai Oetter and Christian Knipfer and Helmut Neumann and Florian Stelzle and Andreas Maier},

editor = {Andreas Maier and Thomas M. Deserno and Heinz Handels and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-662-56537-7_85},

doi = {10.1007/978-3-662-56537-7_85},

isbn = {978-3-662-56536-0 978-3-662-56537-7},

year  = {2018},

date = {2018-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2018},

pages = {328–333},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_classification_2018,

title = {Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices},

author = {Lara-Maria Steffes and Marc Aubreville and Stefan Sesselmann and Veit Krenn and Andreas Maier},

editor = {Andreas Maier and Thomas M. Deserno and Heinz Handels and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-662-56537-7_63},

doi = {10.1007/978-3-662-56537-7_63},

isbn = {978-3-662-56536-0 978-3-662-56537-7},

year  = {2018},

date = {2018-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2018},

pages = {228–233},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_microscopy_2018,

title = {Microscopy},

author = {Firas Mualla and Marc Aubreville and Andreas Maier},

editor = {Andreas Maier and Stefan Steidl and Vincent Christlein and Joachim Hornegger},

url = {http://link.springer.com/10.1007/978-3-319-96520-8_5},

doi = {10.1007/978-3-319-96520-8_5},

isbn = {978-3-319-96519-2 978-3-319-96520-8},

year  = {2018},

date = {2018-01-01},

urldate = {2023-06-30},

booktitle = {Medical Imaging Systems},

volume = {11111},

pages = {69–90},

publisher = {Springer International Publishing},

address = {Cham},

note = {Series Title: Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_classification_2018-1,

title = {Classification of Mitotic Cells: Potentials Beyond the Limits of Small Data Sets},

author = {Maximilian Krappmann and Marc Aubreville and Andereas Maier and Christof Bertram and Robert Klopfleisch},

editor = {Andreas Maier and Thomas M. Deserno and Heinz Handels and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-662-56537-7_66},

doi = {10.1007/978-3-662-56537-7_66},

isbn = {978-3-662-56536-0 978-3-662-56537-7},

year  = {2018},

date = {2018-01-01},

urldate = {2023-06-30},

booktitle = {Bildverarbeitung für die Medizin 2018},

pages = {245–250},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}

@incollection{maier_sliderunner_2018,

title = {SlideRunner: A Tool for Massive Cell Annotations in Whole Slide Images},

author = {Marc Aubreville and Christof Bertram and Robert Klopfleisch and Andreas Maier},

editor = {Andreas Maier and Thomas M. Deserno and Heinz Handels and Klaus Hermann Maier-Hein and Christoph Palm and Thomas Tolxdorff},

url = {http://link.springer.com/10.1007/978-3-662-56537-7_81},

doi = {10.1007/978-3-662-56537-7_81},

isbn = {978-3-662-56536-0 978-3-662-56537-7},

year  = {2018},

date = {2018-01-01},

urldate = {2025-02-11},

booktitle = {Bildverarbeitung für die Medizin 2018},

pages = {309–314},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

note = {Series Title: Informatik aktuell},

keywords = {},

pubstate = {published},

tppubtype = {incollection}

}