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Are fast labeling methods reliable? A case study of computer-aided
  expert annotations on microscopy slides

Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides

13 April 2020
Christian Marzahl
C. Bertram
Marc Aubreville
Anne Petrick
Kristina Weiler
Agnes C. Gläsel
Marco Fragoso
Sophie Merz
F. Bartenschlager
J. Hoppe
Alina Langenhagen
A. Jasensky
J. Voigt
R. Klopfleisch
Andreas Maier
ArXiv (abs)PDFHTML

Papers citing "Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides"

5 / 5 papers shown
Title
When Two Wrongs Don't Make a Right" -- Examining Confirmation Bias and
  the Role of Time Pressure During Human-AI Collaboration in Computational
  Pathology
When Two Wrongs Don't Make a Right" -- Examining Confirmation Bias and the Role of Time Pressure During Human-AI Collaboration in Computational Pathology
Emely Rosbach
Jonas Ammeling
S. Krügel
Angelika Kießig
Alexis Fritz
...
N. Stathonikos
Matthias W. Uhl
C. Bertram
Andreas Riener
Marc Aubreville
87
1
0
01 Nov 2024
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in
  equine, human and feline specimens
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens
Christian Marzahl
Jenny Hill
J. Stayt
D. Bienzle
L. Welker
...
Marc Aubreville
Andreas Maier
R. Klopfleisch
Katharina Breininger
C. Bertram
76
4
0
19 Aug 2021
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated
  Whole Slide Images
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images
Christian Marzahl
C. Bertram
Frauke Wilm
J. Voigt
A. Barton
R. Klopfleisch
Katharina Breininger
Andreas Maier
Marc Aubreville
24
4
0
13 Jan 2021
Are pathologist-defined labels reproducible? Comparison of the TUPAC16
  mitotic figure dataset with an alternative set of labels
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels
C. Bertram
M. Veta
Christian Marzahl
N. Stathonikos
Andreas Maier
R. Klopfleisch
Marc Aubreville
41
26
0
10 Jul 2020
EXACT: A collaboration toolset for algorithm-aided annotation of images
  with annotation version control
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control
Christian Marzahl
Marc Aubreville
C. Bertram
Jennifer K. Maier
Christian Bergler
Christine Kröger
J. Voigt
Katharina Breininger
R. Klopfleisch
Andreas Maier
59
33
0
30 Apr 2020
1