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 https://opus4.kobv.de/opus4-haw/files/4006/s41597-023-02327-4.pdf
A comprehensive multi-domain dataset for mitotic figure detection
Publisher : Springer Nature
Publisher place : London
ISSN: 2052-4463 https://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
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
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 https://opus4.kobv.de/opus4-haw/files/3832/fragoso-garcia-et-al-2023-automated-diagnosis.pdf
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
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 https://opus4.kobv.de/opus4-haw/files/4154/2311.08949.pdf
Automated Volume Corrected Mitotic Index Calculation Through Annotation-Free Deep Learning using Immunohistochemistry as Reference Standard
Publisher : arXiv
Publisher place : Ithaca https://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
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
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 https://opus4.kobv.de/opus4-haw/files/4151/2309.15589.pdf
Domain generalization across tumor types, laboratories, and species – Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Publisher : arXiv
Publisher place : Ithaca https://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 https://opus4.kobv.de/opus4-haw/files/4152/2311.07216.pdf
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
Publisher : arXiv
Publisher place : Ithaca https://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 https://opus4.kobv.de/opus4-haw/files/4141/s41598-023-46607-w.pdf
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 https://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
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
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 https://opus4.kobv.de/opus4-haw/files/4140/2309.15031.pdf
Nuclear Morphometry using a Deep Learning-based Algorithm has Prognostic Relevance for Canine Cutaneous Mast Cell Tumors
Publisher : arXiv
Publisher place : Ithaca https://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 https://opus4.kobv.de/opus4-haw/files/4045/1-s2.0-S2153353923001153-main.pdf
Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry
Publisher : Elsevier
Publisher place : Amsterdam
ISSN: 2153-3539 https://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
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 https://opus4.kobv.de/opus4-haw/files/4049/s41592-023-01942-8.pdf
Segmentation metric misinterpretations in bioimage analysis
Publisher : Springer Nature
Publisher place : Berlin
ISSN: 1548-7091 https://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
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 https://opus4.kobv.de/opus4-haw/files/3916/2306.00637.pdf
Würstchen: Efficient Pretraining of Text-to-Image Models
Publisher : arXiv
Publisher place : Ithaca https://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 https://opus4.kobv.de/opus4-haw/files/3064/2212.07724.pdf
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
Ganz
,
Jonathan
;
Bertram
,
Christof
;
Klopfleisch
,
Robert
;
Jabari
,
Samir
;
Breininger
,
Katharina
;
Aubreville
,
Marc
Classification of visibility in multi-stain microscopy images
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 https://opus4.kobv.de/opus4-haw/files/3519/03009858221137582.pdf
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
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/2931/s41597-022-01389-0.pdf
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/2874/s41597-022-01692-w.pdf
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
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
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
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
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
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.]
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
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 https://opus4.kobv.de/opus4-haw/files/1314/03009858211067478.pdf
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
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
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 https://opus4.kobv.de/opus4-haw/files/1094/s41598-021-83827-4.pdf
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
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
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 https://opus4.kobv.de/opus4-haw/files/2319/Article_ImpactOfIntraepithelial.pdf
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/1091/Sievert2021_Article_IntraoperativeFreeMargins.pdf
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
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
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
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
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.]
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 https://opus4.kobv.de/opus4-haw/files/2088/1-s2.0-S1808869421001245-main.pdf
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
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 https://opus4.kobv.de/opus4-haw/files/1176/s41597-020-00756-z-1.pdf
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
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
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
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
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/1179/s41598-020-73246-2.pdf
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 https://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 https://opus4.kobv.de/opus4-haw/files/1178/s41598-020-65958-2.pdf
Deep Learning-based quantification of pulmonary hemosiderophages in cytology slides
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 https://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
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
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
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 https://opus4.kobv.de/opus4-haw/files/1183/s41597-019-0290-4.pdf
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
;
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/1924/73657.pdf
Field of Interest Proposal for Augmented Mitotic Cell Count
Publisher : SciTePress
Publisher place : Setúbal
ISSN: 2184-4305
ISBN: 978-989-758-353-7 https://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 https://opus4.kobv.de/opus4-haw/files/1182/117-Article_Text-667-2-10-20191220.pdf
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
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
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
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
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
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
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 https://opus4.kobv.de/opus4-haw/files/1258/1711.01117.pdf
Motion Artifact Detection in Confocal Laser Endomicroscopy Images
Publisher : Springer Vieweg
Publisher place : Berlin
ISBN: 978-3-662-56537-7 https://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 https://opus4.kobv.de/opus4-haw/files/2627/65347.pdf
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
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
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 https://opus4.kobv.de/opus4-haw/files/1246/s41598-017-12320-8-2.pdf
Automatic classification of cancerous tissue in laserendomicroscopy images of the oral cavity using deep learning
Publisher : Springer Nature
Publisher place : London
ISSN: 2045-2322 https://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
Directionality assessment of adaptive binaural beamforming with noise suppression in hearing aids
Publisher : IEEE
Publisher place : Piscataway
ISBN: 978-1-4673-6997-8