Prof. Dr. Marc Aubreville

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

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

Pernias , Pablo ; Rampas , Dominic ; Aubreville , Marc
Würstchen: Efficient Pretraining of Text-to-Image Models
Publisher : arXiv
Publisher place : Ithaca https://opus4.kobv.de/opus4-haw/files/3916/2306.00637.pdf

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 https://opus4.kobv.de/opus4-haw/files/3832/fragoso-garcia-et-al-_2023_automated-diagnosis.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

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 https://opus4.kobv.de/opus4-haw/files/2318/Sievert2022_ValidityOfTissueHomogeneity.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 https://opus4.kobv.de/opus4-haw/files/2917/1643-ArticleText-17164-2-10-20220307.pdf

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 https://opus4.kobv.de/opus4-haw/files/2874/s41597-022-01692-w.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 — The MIDOG challenge
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 1361-8415

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 : arXiv
Publisher place : Ithaca

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 https://opus4.kobv.de/opus4-haw/files/2931/s41597-022-01389-0.pdf

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

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

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

Bertram , Christof ; Marzahl , Christian ; Bartel , Alexander ; Stayt , Jason ; Bonsembiante , Federico ; Beeler-Marfisi , Janet ; Barton , Ann K. ; Brocca , Ginevra ; Gelain , Maria Elena ; Gläsel , Agnes C. ; Preez , Kelly du ; 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 https://opus4.kobv.de/opus4-haw/files/3519/03009858221137582.pdf

Ganz , Jonathan ; Bertram , Christof ; Klopfleisch , Robert ; Jabari , Samir ; Breininger , Katharina ; Aubreville , Marc
Classification of visibility in multi-stain microscopy images

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 https://opus4.kobv.de/opus4-haw/files/3064/2212.07724.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 ; Gonzalez , Beatriz Garcia ; 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

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 https://opus4.kobv.de/opus4-haw/files/2088/1-s2.0-S1808869421001245-main.pdf

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

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 (NJ)
ISSN: 2473-9944
ISBN: 978-1-6654-0191-3

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 https://opus4.kobv.de/opus4-haw/files/1091/Sievert2021_Article_IntraoperativeFreeMargins.pdf

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

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 ; 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 https://opus4.kobv.de/opus4-haw/files/2319/Article_ImpactOfIntraepithelial.pdf

Marzahl , Christian ; Aubreville , Marc ; Bertram , Christof ; Maier , Jennifer ; Bergler , Christian ; Kröger , Christine ; Voigt , Jörn ; Breininger , Katharina ; Klopfleisch , Robert
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 https://opus4.kobv.de/opus4-haw/files/1094/s41598-021-83827-4.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

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 ; 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
Publisher : SAGE Publications Inc
Publisher place : London
ISSN: 1544-2217 https://opus4.kobv.de/opus4-haw/files/1314/03009858211067478.pdf

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

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.]

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

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 : Macmillan
Publisher place : London
ISSN: 2045-2322 https://opus4.kobv.de/opus4-haw/files/1178/s41598-020-65958-2.pdf

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

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

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

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, NJ
ISBN: 978-1-5090-6631-5

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 : Macmillan
Publisher place : London
ISSN: 2045-2322 https://opus4.kobv.de/opus4-haw/files/1179/s41598-020-73246-2.pdf

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

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

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

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 https://opus4.kobv.de/opus4-haw/files/1176/s41597-020-00756-z-1.pdf

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

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

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 https://opus4.kobv.de/opus4-haw/files/1182/117-Article_Text-667-2-10-20191220.pdf

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 https://opus4.kobv.de/opus4-haw/files/1183/s41597-019-0290-4.pdf

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

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 ; 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

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 https://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

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 https://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

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 : Macmillan
Publisher place : London
ISSN: 2045-2322 https://opus4.kobv.de/opus4-haw/files/1246/s41598-017-12320-8-2.pdf

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