Prof. Dr. Marc Aubreville


Prof. Dr. Marc Aubreville
Room: K201
Subject Area: Image understanding and medical application of artificial intelligence
Faculty: Fakultät I

Vita


  • Since 10/2020 Research Professor at THI
  • 05/2020-09/2020 (part-time): Post-doc at the Chair of Pattern Recognition at Friedrich-Alexander-Universität Erlangen-Nürnberg.
  • 10/2016-05/2020 (part-time): PhD at the Chair of Pattern Recognition at the Friedrich-Alexander-University Erlangen-Nürnberg
  • 04/2017-09/2020 (part-time): System Architect, Sivantos GmbH
  • 02/2010-03/2017: Development engineer audio signal processing, Siemens Audiologische Technik GmbH / Sivantos GmbH
  • 10/2003-12/2009: Studies of Electrical Engineering and Information Technology, Karlsruhe Institute of Technology

Publications

2023

Aubreville , Marc ; Wilm , Frauke ; Stathonikos , Nikolas ; Breininger , Katharina ; Donovan , Taryn A. ; Jabari , Samir ; Veta , Mitko ; Ganz , Jonathan ; Ammeling , Jonas ; van Diest , Paul J. ; Klopfleisch , Robert ; Bertram , Christof
A comprehensive multi-domain dataset for mitotic figure detection
Publisher : Springer Nature
Publisher place : London
ISSN: 2052-4463 pdfhttps://opus4.kobv.de/opus4-haw/files/4006/s41597-023-02327-4.pdf
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
Publisher : Springer
Publisher place : Cham
ISSN: 1611-3349
ISBN: 978-3-031-43895-0
Ammeling , Jonas ; Manger , Carina ; Kwaka , Elias ; Krügel , Sebastian ; Uhl , Matthias ; Kießig , Angelika ; Fritz , Alexis ; Ganz , Jonathan ; Riener , Andreas ; Bertram , Christof ; Breininger , Katharina ; Aubreville , Marc
Appealing but Potentially Biasing - Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making
Publisher : ACM
Publisher place : New York
ISBN: 979-8-4007-0771-1
Fragoso-Garcia , Marco ; Wilm , Frauke ; Bertram , Christof ; Merz , Sophie ; Schmidt , Anja ; Donovan , Taryn A. ; Fuchs-Baumgartinger , Andrea ; Bartel , Alexander ; Marzahl , Christian ; Diehl , Laura ; Puget , Chloé ; 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
Publisher : SAGE
Publisher place : London
ISSN: 0300-9858 pdfhttps://opus4.kobv.de/opus4-haw/files/3832/fragoso-garcia-et-al-2023-automated-diagnosis.pdf
Ammeling , Jonas ; Hecker , Moritz ; Ganz , Jonathan ; Donovan , Taryn A. ; Klopfleisch , Robert ; Bertram , Christof ; Breininger , Katharina ; Aubreville , Marc
Automated Volume Corrected Mitotic Index Calculation Through Annotation-Free Deep Learning using Immunohistochemistry as Reference Standard
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/4154/2311.08949.pdf
Ganz , Jonathan ; Lipnik , Karoline ; Ammeling , Jonas ; Richter , Barbara ; Puget , Chloé ; Parlak , Eda ; Diehl , Laura ; Klopfleisch , Robert ; Donovan , Taryn A. ; Kiupel , Matti ; Bertram , Christof ; Breininger , Katharina ; Aubreville , Marc
Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISBN: 978-3-658-41657-7
Aubreville , Marc ; Ganz , Jonathan ; Ammeling , Jonas ; Donovan , Taryn A. ; Fick , Rutger H. J. ; Breininger , Katharina ; Bertram , Christof
Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISBN: 978-3-658-41657-7
Aubreville , Marc ; Stathonikos , Nikolas ; Donovan , Taryn A. ; Klopfleisch , Robert ; Ganz , Jonathan ; Ammeling , Jonas ; Wilm , Frauke ; Veta , Mitko ; Jabari , Samir ; Eckstein , Markus ; Annuscheit , Jonas ; Krumnow , Christian ; Bozaba , Engin ; Cayir , Sercan ; Gu , Hongyan ; Chen , Xiang ; Jahanifar , Mostafa ; Shephard , Adam ; Kondo , Satoshi ; Kasai , Satoshi ; Kotte , Sujatha ; Saipradeep , Vangala ; Lafarge , Maxime W. ; Koelzer , Viktor H. ; Wang , Ziyue ; Zhang , Yongbing ; Yang , Sen ; Wang , Xiyue ; Breininger , Katharina ; Bertram , Christof
Domain generalization across tumor types, laboratories, and species – Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/4151/2309.15589.pdf
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
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/4152/2311.07216.pdf
Haghofer , Andreas ; Fuchs-Baumgartinger , Andrea ; Lipnik , Karoline ; Klopfleisch , Robert ; Aubreville , Marc ; Scharinger , Josef ; Weissenböck , Herbert ; Winkler , Stephan M. ; Bertram , Christof
Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 pdfhttps://opus4.kobv.de/opus4-haw/files/4141/s41598-023-46607-w.pdf
Lausser , Ludwig ; Bertram , Christof ; Klopfleisch , Robert ; Aubreville , Marc
Limits of Human Expert Ensembles in Mitosis Multi-expert Ground Truth Generation
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISBN: 978-3-658-41657-7
Wilm , Frauke ; Fragoso-Garcia , Marco ; Bertram , Christof ; Stathonikos , Nikolas ; Öttl , Mathias ; Qiu , Jingna ; Klopfleisch , Robert ; Maier , Andreas ; Aubreville , Marc ; Breininger , Katharina
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology
Publisher : IEEE
Publisher place : Piscataway
ISBN: 978-1-6654-7358-3
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 ; Ganz , Jonathan ; Scharinger , Josef ; Aubreville , Marc ; Winkler , Stephan M. ; Kiupel , Matti ; Bertram , Christof
Nuclear Morphometry using a Deep Learning-based Algorithm has Prognostic Relevance for Canine Cutaneous Mast Cell Tumors
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/4140/2309.15031.pdf
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
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 2153-3539 pdfhttps://opus4.kobv.de/opus4-haw/files/4045/1-s2.0-S2153353923001153-main.pdf
Ammeling , Jonas ; Wilm , Frauke ; Ganz , Jonathan ; Breininger , Katharina ; Aubreville , Marc
Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge
Publisher : Springer
Publisher place : Cham
ISBN: 978-3-031-33658-4
Hirling , Dominik ; Tasnadi , Ervin ; Caicedo , Juan ; Caroprese , Maria V. ; Sjögren , Rickard ; Aubreville , Marc ; Koos , Krisztian ; Horvath , Peter
Segmentation metric misinterpretations in bioimage analysis
Publisher : Springer Nature
Publisher place : Berlin
ISSN: 1548-7091 pdfhttps://opus4.kobv.de/opus4-haw/files/4049/s41592-023-01942-8.pdf
Eisenmann , Matthias ; Reinke , Annika ; Weru , Vivienn ; Tizabi , Minu Dietlinde ; Isensee , Fabian ; Adler , Tim J. ; Ali , Sharib ; Andrearczyk , Vincent ; Aubreville , Marc ; Baid , Ujjwal ; Bakas , Spyridon ; Balu , Niranjan ; Bano , Sophia ; Bernal , Jorge ; Bodenstedt , Sebastian ; Casella , Alessandro ; Cheplygina , Veronika ; Daum , Marie ; De Bruijne , Marleen ; Depeursinge , Adrien ; Dorent , Reuben ; Egger , Jan ; Ellis , David G. ; Engelhardt , Sandy ; Ganz , Melanie ; Ghatwary , Noha M. ; Girard , Gabriel ; Godau , Patrick ; Gupta , Anubha ; Hansen , Lasse ; Harada , Kanako ; Heinrich , Mattias ; Heller , Nicholas ; Hering , Alessa ; Huaulmé , Arnoud ; Jannin , Pierre ; Kavur , A. Emre ; Kodym , Oldrich ; Kozubek , Michal ; Li , Jianning ; Li , Hongwei ; Ma , Jun ; Martín-Isla , Carlos ; Menze , Bjoern H. ; Noble , Alison ; Oreiller , Valentin ; Padoy , Nicolas ; Pati , Sarthak ; Payette , Kelly ; Rädsch , Tim ; Rafael-Patiño , Jonathan ; Bawa , Vivek Singh ; Speidel , Stefanie ; Sudre , Carole H. ; Van Wijnen , Kimberlin M. H. ; Wagner , M. ; Wei , D. ; Yamlahi , Amine ; Yap , Moi Hoon ; Yuan , C. ; Zenk , Maximilian ; Zia , A. ; Zimmerer , David ; Aydogan , Dogu Baran ; Bhattarai , B. ; Bloch , Louise ; Brüngel , Raphael ; Cho , J. ; Choi , C. ; Dou , Q. ; Ezhov , Ivan ; Friedrich , Christoph M. ; Fuller , C. ; Gaire , Rebati Raman ; Galdran , Adrian ; García-Faura , Álvaro ; Grammatikopoulou , Maria ; Hong , S. ; Jahanifar , Mostafa ; Jang , I. ; Kadkhodamohammadi , Abdolrahim ; Kang , I. ; Kofler , Florian ; Kondo , Satoshi ; Kuijf , Hugo Jaco ; Li , M. ; Luu , M. ; Martinčič , Tomaz ; Morais , P. ; Naser , M. A. ; Oliveira , B. ; Owen , D. ; Pang , S. ; Park , Jinah ; Park , S. ; Płotka , S. ; Puybareau , Élodie ; Rajpoot , Nasir M. ; Ryu , K. ; Saeed , N. ; Shephard , Adam ; Shi , P. ; Štepec , Dejan ; Subedi , Ronast ; Tochon , Guillaume ; Torres , Helena R. ; Urien , Hélène ; Vilaça , João L. ; Wahid , Kareem A. ; Wang , H. ; Wang , J. ; Wang , L. ; Wang , Xiyue ; Wiestler , Benedikt ; Wodzinski , Marek ; Xia , F. ; Xie , J. ; Xiong , Z. ; Yang , Sen ; Yang , Y. ; Zhao , Z. ; Maier-Hein , Klaus H. ; Jäger , Paul F. ; Kopp-Schneider , Annette ; Maier-Hein , Lena
Why is the Winner the Best?
Publisher : IEEE
Publisher place : Los Alamitos
ISSN: 2575-7075
ISBN: 979-8-3503-0129-8
Pernias , Pablo ; Rampas , Dominic ; Aubreville , Marc
Würstchen: Efficient Pretraining of Text-to-Image Models
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/3916/2306.00637.pdf

2022

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
Publisher : arXiv
Publisher place : Ithaca pdfhttps://opus4.kobv.de/opus4-haw/files/3064/2212.07724.pdf
Ganz , Jonathan ; Bertram , Christof ; Klopfleisch , Robert ; Jabari , Samir ; Breininger , Katharina ; Aubreville , Marc
Classification of visibility in multi-stain microscopy images
Bertram , Christof ; Marzahl , Christian ; Bartel , Alexander ; Stayt , Jason ; Bonsembiante , Federico ; Beeler-Marfisi , Janet ; Barton , Ann K. ; Brocca , Ginevra ; Gelain , Maria Elena ; Gläsel , Agnes C. ; du Preez , Kelly ; Weiler , Kristina ; Weissenbacher-Lang , Christiane ; Breininger , Katharina ; Aubreville , Marc ; Maier , Andreas ; Klopfleisch , Robert ; Hill , Jenny
Cytologic scoring of equine exercise-induced pulmonary hemorrhage
Publisher : Sage
Publisher place : London
ISSN: 1544-2217 pdfhttps://opus4.kobv.de/opus4-haw/files/3519/03009858221137582.pdf
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
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 1532-818X
Wilm , Frauke ; Marzahl , Christian ; Breininger , Katharina ; Aubreville , Marc
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
Publisher : Springer
Publisher place : Cham
ISBN: 978-3-030-97281-3
Bertram , Christof ; Klopfleisch , Robert ; Bartel , Alexander ; Donovan , Taryn A. ; Fuchs-Baumgartinger , Andrea ; Breininger , Katharina ; Kiupel , Matti ; Aubreville , Marc
Expert Review of Algorithmic Mitotic Count Predictions Ensures High Reliability
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 0021-9975
Marzahl , Christian ; Hill , Jenny ; Stayt , Jason ; Bienzle , Dorothee ; Welker , Lutz ; Wilm , Frauke ; Voigt , Jörn ; Aubreville , Marc ; Maier , Andreas ; Klopfleisch , Robert ; Breininger , Katharina ; Bertram , Christof
Inter-species cell detection
Publisher : Springer Nature
Publisher place : London
ISSN: 2052-4463 pdfhttps://opus4.kobv.de/opus4-haw/files/2931/s41597-022-01389-0.pdf
Aubreville , Marc ; Stathonikos , Nikolas ; Bertram , Christof ; 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 ; Shepard , Adam ; Dexl , Jakob ; Wittenberg , Thomas ; Kondo , Satoshi ; Lafarge , Maxime W. ; Kolezer , 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
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 1361-8415
Aubreville , Marc ; Stathonikos , Nikolas ; Bertram , Christof ; 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. ; Ben Hadj , Saima ; Jahanifar , Mostafa ; Shepard , Adam ; Dexl , Jakob ; Wittenberg , Thomas ; Kondo , Satoshi ; Lafarge , Maxime W. ; Kolezer , 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
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 1361-8415
Wilm , Frauke ; Fragoso-Garcia , Marco ; Marzahl , Christian ; Qiu , Jingna ; Puget , Chloé ; Diehl , Laura ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas ; Breininger , Katharina ; Aubreville , Marc
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
Publisher : Springer Nature
Publisher place : New York
ISSN: 2052-4463 pdfhttps://opus4.kobv.de/opus4-haw/files/2874/s41597-022-01692-w.pdf
Sievert , Matti ; Mantsopoulos , Konstantinos ; Müller , Sarina K. ; Eckstein , Markus ; Rupp , Robin ; Aubreville , Marc ; Stelzle , Florian ; Oetter , Nicolai ; Maier , Andreas ; Iro , Heinrich ; Goncalves , Miguel
Systematic interpretation of confocal laser endomicroscopy
Publisher : Pacini
Publisher place : Pisa
ISSN: 1827-675X pdfhttps://opus4.kobv.de/opus4-haw/files/2917/1643-ArticleText-17164-2-10-20220307.pdf
Sievert , Matti ; Aubreville , Marc ; Gostian , Antoniu-Oreste ; Mantsopoulos , Konstantinos ; Koch , Michael ; Müller , Sarina K. ; Eckstein , Markus ; Rupp , Robin ; Stelzle , Florian ; Oetter , Nicolai ; Maier , Andreas ; Iro , Heinrich ; Goncalves , Miguel
Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma
Publisher : Springer Nature
Publisher place : Cham
ISSN: 1434-4726 pdfhttps://opus4.kobv.de/opus4-haw/files/2318/Sievert2022_ValidityOfTissueHomogeneity.pdf

2021

Ganz , Jonathan ; Kirsch , Tobias ; Hoffmann , Lucas ; Maier , Andreas ; Breininger , Katharina ; Blümcke , Ingmar ; Jabari , Samir ; Aubreville , Marc
Automatic and explainable grading of meningiomas from histopathology images
Publisher : PMLR
Publisher place : [s.l.]
Marzahl , Christian ; Bertram , Christof ; Wilm , Frauke ; Voigt , Jörn ; Barton , Ann K. ; Klopfleisch , Robert ; Breininger , Katharina ; Maier , Andreas ; Aubreville , Marc
Cell detection for asthma on partially annotated whole slide images
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISSN: 1431-472X
ISBN: 978-3-658-33197-9
Bertram , Christof ; Aubreville , Marc ; Donovan , Taryn A. ; Bartel , Alexander ; Wilm , Frauke ; Marzahl , Christian ; Assenmacher , Charles-Antoine ; Becker , Kathrin ; Bennett , Mark ; Corner , Sarah M. ; Cossic , Brieuc ; Denk , Daniela ; Dettwiler , Martina ; Garcia Gonzalez , Beatriz ; 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
Publisher : SAGE Publications Inc
Publisher place : London
ISSN: 1544-2217 pdfhttps://opus4.kobv.de/opus4-haw/files/1314/03009858211067478.pdf
Bertram , Christof ; Donovan , Taryn A. ; Tecilla , Marco ; Bartenschlager , Florian ; Fragoso-Garcia , Marco ; Wilm , Frauke ; Marzahl , Christian ; Breininger , Katharina ; Maier , Andreas ; Klopfleisch , Robert ; Aubreville , Marc
Dataset on bi- and multi-nucleated tumor cells in canine cutaneous mast cell tumors
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISSN: 1431-472X
ISBN: 978-3-658-33197-9
Marzahl , Christian ; Aubreville , Marc ; Bertram , Christof ; Maier , Jennifer ; Bergler , Christian ; Kröger , Christine ; Voigt , Jörn ; Breininger , Katharina ; Klopfleisch , Robert ; Maier , Andreas
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 pdfhttps://opus4.kobv.de/opus4-haw/files/1094/s41598-021-83827-4.pdf
Sievert , Matti ; Oetter , Nicolai ; Aubreville , Marc ; Stelzle , Florian ; Maier , Andreas ; Eckstein , Markus ; Mantsopoulos , Konstantinos ; Gostian , Antoniu-Oreste ; Müller , Sarina K. ; Koch , Michael ; Agaimy , Abbas ; Iro , Heinrich ; Goncalves , Miguel
Feasibility of intraoperative assessment of safe surgical margins during laryngectomy with confocal laser endomicroscopy
Publisher : Elsevier Science
Publisher place : Amsterdam
ISSN: 1879-1476
Sievert , Matti ; Eckstein , Markus ; Mantsopoulos , Konstantinos ; Müller , 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
Publisher : Springer Nature
Publisher place : Cham
ISSN: 1434-4726 pdfhttps://opus4.kobv.de/opus4-haw/files/2319/Article_ImpactOfIntraepithelial.pdf
Wilm , Frauke ; Bertram , Christof ; Marzahl , Christian ; Bartel , Alexander ; Donovan , Taryn A. ; Assenmacher , Charles-Antoine ; Becker , Kathrin ; Bennett , Mark ; Corner , Sarah M. ; Cossic , Brieuc ; Denk , Daniela ; Dettwiler , Martina ; Garcia Gonzalez , Beatriz ; Gurtner , Corinne ; Heier , Annabelle ; Lehmbecker , Annika ; Merz , Sophie ; Plog , Stephanie ; Schmidt , Anja ; Sebastian , Franziska ; Smedley , Rebecca C. ; Tecilla , Marco ; Thaiwong , Tuddow ; Breininger , Katharina ; Kiupel , Matti ; Maier , Andreas ; Klopfleisch , Robert ; Aubreville , Marc
Influence of inter-annotator variability on automatic mitotic figure assessment
Publisher : Springer
Publisher place : Wiesbaden
ISBN: 978-3-658-33198-6
Meuten , Donald J. ; Moore , Frances M. ; Donovan , Taryn A. ; Bertram , Christof ; Klopfleisch , Robert ; Foster , Robert A. ; Smedley , Rebecca C. ; Dark , Michael J. ; Milovancev , Milan ; Stromberg , Paul ; Williams , Bruce H. ; Aubreville , Marc ; Avallone , Giancarlo ; Bolfa , Pompei ; Cullen , John ; Dennis , Michelle M. ; Goldschmidt , Michael ; Luong , Richard ; Miller , Andrew D. ; Miller , Margaret A. ; Munday , John S. ; Roccabianca , Paola ; Salas , Elisa N. ; Schulman , F. Yvonne ; Laufer-Amorim , Renee ; Asakawa , Midori G. ; Craig , Linden ; Dervisis , Nick ; Esplin , D. Glen ; George , Jeanne W. ; Hauck , Marlene ; Kagawa , Yumiko ; Kiupel , Matti ; Linder , Keith ; Meichner , Kristina ; Marconato , Laura ; Oblak , Michelle L. ; Santos , Renato L. ; Simpson , R. Mark ; Tvedten , Harold ; Whitley , Derick
International guidelines for veterinary tumor pathology
Publisher : SAGE Publications Inc
Publisher place : London
ISSN: 1544-2217
Sievert , Matti ; Stelzle , Florian ; Aubreville , Marc ; Müller , Sarina K. ; Eckstein , Markus ; Oetter , Nicolai ; Maier , Andreas ; Mantsopoulos , Konstantinos ; Iro , Heinrich ; Goncalves , Miguel
Intraoperative free margins assessment of oropharyngeal squamous cell carcinoma with confocal laser endomicroscopy
Publisher : Springer Nature
Publisher place : Cham
ISSN: 1434-4726 pdfhttps://opus4.kobv.de/opus4-haw/files/1091/Sievert2021_Article_IntraoperativeFreeMargins.pdf
Theelke , Luisa ; Wilm , Frauke ; Marzahl , Christian ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas ; Aubreville , Marc ; Breininger , Katharina
Iterative Cross-Scanner Registration for Whole Slide Images
Publisher : IEEE
Publisher place : Piscataway
ISSN: 2473-9944
ISBN: 978-1-6654-0191-3
Sievert , Matti ; Aubreville , Marc ; Oetter , Nicolai ; Stelzle , Florian ; Maier , Andreas ; Mantsopoulos , Konstantinos ; Iro , Heinrich ; Goncalves , Miguel
Konfokale Laser-Endomikroskopie des Kopf-Hals-Plattenepithelkarzinoms: eine systematische Übersicht
Publisher : Thieme
Publisher place : Stuttgart
ISSN: 0935-8943
Donovan , Taryn A. ; Moore , Frances M. ; Bertram , Christof ; Luong , Richard ; Bolfa , Pompei ; Klopfleisch , Robert ; Tvedten , Harold ; Salas , Elisa N. ; Whitley , Derick ; Aubreville , Marc ; Meuten , Donald J.
Mitotic figures - normal, atypical, and imposters
Publisher : Sage
Publisher place : London
ISSN: 1544-2217
Marzahl , Christian ; Wilm , Frauke ; Tharun , Lars ; Perner , Sven ; Kröger , Christine ; Voigt , Jörn ; Klopfleisch , Robert ; Maier , Andreas ; Aubreville , Marc ; Breininger , Katharina
Robust quad-tree based registration on whole slide images
Publisher : PMLR
Publisher place : [s.l.]
Sievert , Matti ; Mantsopoulos , Konstantinos ; Müller , 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
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 1808-8694 pdfhttps://opus4.kobv.de/opus4-haw/files/2088/1-s2.0-S1808869421001245-main.pdf

2020

Aubreville , Marc ; Bertram , Christof ; Donovan , Taryn A. ; Marzahl , Christian ; Maier , Andreas ; Klopfleisch , Robert
A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research
Publisher : Springer Nature
Publisher place : London
ISSN: 2052-4463 pdfhttps://opus4.kobv.de/opus4-haw/files/1176/s41597-020-00756-z-1.pdf
Marzahl , Christian ; Bertram , Christof ; Aubreville , Marc ; Petrick , Anne ; Weiler , Kristina ; Gläsel , Agnes C. ; Fragoso-Garcia , Marco ; Merz , Sophie ; Bartenschlager , Florian ; Hoppe , Judith ; Langenhagen , Alina ; Jasensky , Anne-Katherine ; Voigt , Jörn ; Klopfleisch , Robert ; Maier , Andreas
Are Fast Labeling Methods Reliable?
Publisher : Springer
Publisher place : Cham
ISSN: 1611-3349
ISBN: 978-3-030-59710-8
Marzahl , Christian ; Bertram , Christof ; Aubreville , Marc ; Petrick , Anne ; Weiler , Kristina ; Gläsel , Agnes C. ; Fragoso-Garcia , Marco ; Merz , Sophie ; Bartenschlager , Florian ; Hoppe , Judith ; Langenhagen , Alina ; Jasensky , Anne-Katherine ; Voigt , Jörn ; Klopfleisch , Robert ; Maier , Andreas
Are Fast Labeling Methods Reliable? A Case Study of Computer-Aided Expert Annotations on Microscopy Slides
Publisher : Springer
Publisher place : Cham
ISSN: 1611-3349
ISBN: 978-3-030-59710-8
Bertram , Christof ; Veta , Mitko ; Marzahl , Christian ; Stathonikos , Nikolas ; Maier , Andreas ; Klopfleisch , Robert ; Aubreville , Marc
Are Pathologist-Defined Labels Reproducible?
Publisher : Springer
Publisher place : Cham
ISSN: 1611-3349
ISBN: 978-3-030-61166-8
Bertram , Christof ; Veta , Mitko ; Marzahl , Christian ; Stathonikos , Nikolas ; Maier , Andreas ; Klopfleisch , Robert ; Aubreville , Marc
Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels
Publisher : Springer
Publisher place : Cham
ISSN: 1611-3349
ISBN: 978-3-030-61166-8
Schröter , H. ; Rosenkranz , Tobias ; Escalante-B , A. N. ; Aubreville , Marc ; Maier , Andreas
CLCNET: deep learning-based noise reduction for hearing aids using complex linear coding
Publisher : IEEE
Publisher place : Piscataway
ISBN: 978-1-5090-6631-5
Bertram , Christof ; Aubreville , Marc ; Gurtner , Corinne ; Bartel , Alexander ; Corner , Sarah M. ; Dettwiler , Martina ; Kershaw , Olivia ; Noland , Erica L. ; Schmidt , Anja ; Sledge , Dodd G. ; Smedley , Rebecca C. ; Thaiwong , Tuddow ; Kiupel , Matti ; Maier , Andreas ; Klopfleisch , Robert
Computerized calculation of mitotic count distribution in canine cutaneous mast cell tumor sections
Publisher : Sage
Publisher place : London
ISSN: 1544-2217
Aubreville , Marc ; Bertram , Christof ; Marzahl , Christian ; Gurtner , Corinne ; Dettwiler , Martina ; Schmidt , Anja ; Bartenschlager , Florian ; Merz , Sophie ; Fragoso-Garcia , Marco ; Kershaw , Olivia ; Klopfleisch , Robert ; Maier , Andreas
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 pdfhttps://opus4.kobv.de/opus4-haw/files/1179/s41598-020-73246-2.pdf
Marzahl , Christian ; Aubreville , Marc ; Bertram , Christof ; Stayt , Jason ; Jasensky , Anne-Katherine ; Bartenschlager , Florian ; Fragoso-Garcia , Marco ; Barton , Ann K. ; Elsemann , Svenja ; Jabari , Samir ; Krauth , Jens ; Madhu , Prathmesh ; Voigt , Jörn ; Hill , Jenny ; Klopfleisch , Robert ; Maier , Andreas
Deep Learning-based quantification of pulmonary hemosiderophages in cytology slides
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 pdfhttps://opus4.kobv.de/opus4-haw/files/1178/s41598-020-65958-2.pdf
Aubreville , Marc ; Bertram , Christof ; Jabari , Samir ; Marzahl , Christian ; Klopfleisch , Robert ; Maier , Andreas
Inter-species, inter-tissue domain adaptation for mitotic figure assessment
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISSN: 1431-472X
ISBN: 978-3-658-29266-9
Marzahl , Christian ; Aubreville , Marc ; Bertram , Christof ; Gerlach , Stefan ; Maier , Jennifer ; Voigt , Jörn ; Hill , Jenny ; Klopfleisch , Robert ; Maier , Andreas
Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides?
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISSN: 1431-472X
ISBN: 978-3-658-29266-9
Bertram , Christof ; Aubreville , Marc ; Gurtner , Corinne ; Bartel , Alexander ; Corner , Sarah M. ; Dettwiler , Martina ; Kershaw , Olivia ; Noland , Erica L. ; Schmidt , Anja ; Sledge , Dodd G. ; Smedley , Rebecca C. ; Thaiwong , Tuddow ; Kiupel , Matti ; Maier , Andreas ; Klopfleisch , Robert
Mitotic count in canine cutaneous mast cell tumours
Publisher : Elsevier
Publisher place : London
ISSN: 1532-3129

2019

Bertram , Christof ; Aubreville , Marc ; Marzahl , Christian ; Maier , Andreas ; Klopfleisch , Robert
A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor
Publisher : Nature
Publisher place : London
ISSN: 2052-4463 pdfhttps://opus4.kobv.de/opus4-haw/files/1183/s41597-019-0290-4.pdf
Aubreville , Marc ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas
Augmented mitotic cell count using field of interest proposal
Publisher : Springer Vieweg
Publisher place : Wiesbaden
ISSN: 1431-472X
ISBN: 978-3-658-25325-7
Marzahl , Christian ; Aubreville , Marc ; Voigt , Jörn ; Maier , Andreas
Classification of leukemic b-lymphoblast cells from blood smear microscopic images with an attention-based deep learning method and advanced augmentation techniques
Publisher : Springer
Publisher place : Singapore
ISSN: 2195-271X
ISBN: 978-981-15-0797-7
Aubreville , Marc ; Stoeve , Maike ; Oetter , Nicolai ; Goncalves , Miguel ; Knipfer , Christian ; Neumann , Helmut ; Bohr , Christopher ; Stelzle , Florian ; Maier , Andreas
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images
Publisher : Springer
Publisher place : Berlin
ISSN: 1861-6429
Aubreville , Marc ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas
Field of Interest Proposal for Augmented Mitotic Cell Count
Publisher : SciTePress
Publisher place : Setúbal
ISSN: 2184-4305
ISBN: 978-989-758-353-7 pdfhttps://opus4.kobv.de/opus4-haw/files/1924/73657.pdf
Goncalves , Miguel ; Aubreville , Marc ; Müller , Sarina K. ; Sievert , Matti ; Maier , Andreas ; Iro , Heinrich ; Bohr , Christopher
Probe-based confocal laser endomicroscopy in detecting malignant lesions of vocal folds
Publisher : Pacini
Publisher place : Pisa
ISSN: 1827-675X pdfhttps://opus4.kobv.de/opus4-haw/files/1182/117-Article_Text-667-2-10-20191220.pdf
Aubreville , Marc ; Goncalves , Miguel ; Knipfer , Christian ; Oetter , Nicolai ; Würfl , Tobias ; Neumann , Helmut ; Stelzle , Florian ; Bohr , Christopher ; Maier , Andreas
Transferability of deep learning algorithms for malignancy detection in confocal laser endomicroscopy images from different anatomical locations of the upper gastrointestinal tract
Publisher : Springer
Publisher place : Cham
ISSN: 1865-0929
ISBN: 978-3-030-29195-2

2018

Krappmann , Maximilian ; Aubreville , Marc ; Maier , Andreas ; Bertram , Christof ; Klopfleisch , Robert
Classification of Mitotic Cells
Publisher : Springer
Publisher place : Berlin
ISBN: 978-3-662-56536-0
Steffes , Lara-Maria ; Aubreville , Marc ; Sesselmann , Stefan ; Krenn , Veit ; Maier , Andreas
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices
Publisher : Springer
Publisher place : Berlin
ISBN: 978-3-662-56536-0
Aubreville , Marc ; Ehrensperger , Kai ; Maier , Andreas ; Rosenkranz , Tobias ; Graf , Benjamin ; Puder , Henning
Deep Denoising for Hearing Aid Applications
Publisher : IEEE
Publisher place : Piscataway
ISBN: 978-1-5386-8151-0
Mualla , Firas ; Aubreville , Marc ; Maier , Andreas
Microscopy
Publisher : Springer
Publisher place : Cham
ISBN: 978-3-319-96520-8 pdfhttps://opus4.kobv.de/opus4-haw/files/2641/Mualla2018_Chapter_Microscopy.pdf
Stoeve , Maike ; Aubreville , Marc ; Oetter , Nicolai ; Knipfer , Christian ; Neumann , Helmut ; Stelzle , Florian ; Maier , Andreas
Motion Artifact Detection in Confocal Laser Endomicroscopy Images
Publisher : Springer Vieweg
Publisher place : Berlin
ISBN: 978-3-662-56537-7 pdfhttps://opus4.kobv.de/opus4-haw/files/1258/1711.01117.pdf
Aubreville , Marc ; Goncalves , Miguel ; Knipfer , Christian ; Oetter , Nicolai ; Würfl , Tobias ; Neumann , Helmut ; Stelzle , Florian ; Bohr , Christopher ; Maier , Andreas
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images
Publisher : SciTePress
Publisher place : Setúbal
ISSN: 2184-4305
ISBN: 978-989-758-278-3 pdfhttps://opus4.kobv.de/opus4-haw/files/2627/65347.pdf
Aubreville , Marc ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas
SlideRunner
Publisher : Springer Vieweg
Publisher place : Berlin
ISBN: 978-3-662-56537-7

2017

Aubreville , Marc ; Krappmann , Maximilian ; Bertram , Christof ; Klopfleisch , Robert ; Maier , Andreas
A guided spatial transformer network for histology cell differentiation
Publisher : Eurographics Association
Publisher place : Goslar
Aubreville , Marc ; Knipfer , Christian ; Oetter , Nicolai ; Jaremenko , Christian ; Rodner , Erik ; Denzler , Joachim ; Bohr , Christopher ; Neumann , Helmut ; Stelzle , Florian ; Maier , Andreas
Automatic classification of cancerous tissue in laserendomicroscopy images of the oral cavity using deep learning
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 pdfhttps://opus4.kobv.de/opus4-haw/files/1246/s41598-017-12320-8-2.pdf

2015

Aubreville , Marc ; Petrausch , Stefan
Directionality assessment of adaptive binaural beamforming with noise suppression in hearing aids
Publisher : IEEE
Publisher place : Piscataway
ISBN: 978-1-4673-6997-8