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Common Limitations of Image Processing Metrics: A Picture Story

Common Limitations of Image Processing Metrics: A Picture Story

12 April 2021
Annika Reinke
M. Tizabi
Carole H. Sudre
Matthias Eisenmann
Tim Radsch
Michael Baumgartner
Laura Acion
Michela Antonelli
Tal Arbel
Spyridon Bakas
Peter Bankhead
Arriel Benis
Matthew Blaschko
Florian Buettner
M. Jorge Cardoso
Jianxu Chen
V. Cheplygina
Evangelia Christodoulou
Beth A. Cimini
Gary S. Collins
Sandy Engelhardt
Keyvan Farahani
Luciana Ferrer
Adrian Galdran
Bram van Ginneken
Ben Glocker
Patrick Godau
Robert Haase
Fred Hamprecht
Daniel A. Hashimoto
Doreen Heckmann-Notzel
Peter Hirsch
Michael M. Hoffman
Merel Huisman
Fabian Isensee
Pierre Jannin
Charles E. Kahn
Dagmar Kainmueller
Bernhard Kainz
Alexandros Karargyris
Alan Karthikesalingam
A. Emre Kavur
Hannes G. Kenngott
Jens Kleesiek
Andreas Kleppe
Sven Kohler
Florian Kofler
A. Kopp-Schneider
Thijs Kooi
Michal Kozubek
Anna Kreshuk
Tahsin M. Kurc
Bennett A. Landman
G. Litjens
Amin Madani
Klaus Maier-Hein
Anne L. Martel
Peter Mattson
Erik Meijering
Bjoern H. Menze
David Moher
Karel G. M. Moons
Henning Muller
Brennan Nichyporuk
Felix Nickel
M. Alican Noyan
Jens Petersen
Gorkem Polat
Susanne M. Rafelski
Nasir Rajpoot
M. Reyes
Nicola Rieke
Michael Riegler
Hassan Rivaz
Julio Saez-Rodriguez
Clara I. Sánchez
Julien Schroeter
Anindo Saha
M. Alper Selver
Lalith Sharan
Shravya Shetty
Maarten van Smeden
B. Stieltjes
Ronald M. Summers
Abdel A. Taha
Aleksei Tiulpin
Sotirios A. Tsaftaris
Ben Van Calster
Gaël Varoquaux
Manuel Wiesenfarth
Ziv R. Yaniv
Paul Jäger
Lena Maier-Hein
ArXivPDFHTML

Papers citing "Common Limitations of Image Processing Metrics: A Picture Story"

17 / 17 papers shown
Title
How Much Data are Enough? Investigating Dataset Requirements for
  Patch-Based Brain MRI Segmentation Tasks
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks
Dongang Wang
Peilin Liu
Hengrui Wang
H. Beadnall
K. Kyle
...
Tom Weidong Cai
Wanli Ouyang
Fernando Calamante
Michael Barnett
Chenyu Wang
29
2
0
04 Apr 2024
UNETR++: Delving into Efficient and Accurate 3D Medical Image
  Segmentation
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
Abdelrahman M. Shaker
Muhammad Maaz
H. Rasheed
Salman Khan
Ming Yang
F. Khan
MedIm
40
129
0
08 Dec 2022
A Call to Reflect on Evaluation Practices for Failure Detection in Image
  Classification
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
Paul F. Jaeger
Carsten T. Lüth
Lukas Klein
Till J. Bungert
UQCV
26
35
0
28 Nov 2022
Sources of performance variability in deep learning-based polyp
  detection
Sources of performance variability in deep learning-based polyp detection
T. Tran
T. Adler
Amine Yamlahi
E. Christodoulou
Patrick Godau
...
M. Tizabi
Peter Sauer
Tillmann Persicke
Jörg Gerhard Albert
Lena Maier-Hein
18
12
0
17 Nov 2022
Are Face Detection Models Biased?
Are Face Detection Models Biased?
S. Mittal
K. Thakral
P. Majumdar
Mayank Vatsa
Richa Singh
CVBM
26
5
0
07 Nov 2022
MONAI: An open-source framework for deep learning in healthcare
MONAI: An open-source framework for deep learning in healthcare
M. Jorge Cardoso
Wenqi Li
Richard Brown
Nic Ma
E. Kerfoot
...
Klaus H. Maier-Hein
S. Aylward
Prerna Dogra
Sebastien Ourselin
Andrew Feng
46
481
0
04 Nov 2022
Shifts 2.0: Extending The Dataset of Real Distributional Shifts
Shifts 2.0: Extending The Dataset of Real Distributional Shifts
A. Malinin
A. Athanasopoulos
M. Barakovic
Meritxell Bach Cuadra
Mark J. F. Gales
...
Francesco La Rosa
Eli Sivena
V. Tsarsitalidis
Efi Tsompopoulou
E. Volf
OOD
22
28
0
30 Jun 2022
The Open Kidney Ultrasound Data Set
The Open Kidney Ultrasound Data Set
Rohit Singla
Cailin Ringstrom
Grace Hu
V. Lessoway
Janice Reid
C. Nguan
R. Rohling
14
12
0
14 Jun 2022
Metrics reloaded: Recommendations for image analysis validation
Metrics reloaded: Recommendations for image analysis validation
Lena Maier-Hein
Annika Reinke
Patrick Godau
M. Tizabi
Florian Buettner
...
Aleksei Tiulpin
Sotirios A. Tsaftaris
Ben Van Calster
Gaël Varoquaux
Paul F. Jäger
32
216
0
03 Jun 2022
Preoperative brain tumor imaging: models and software for segmentation
  and standardized reporting
Preoperative brain tumor imaging: models and software for segmentation and standardized reporting
D. Bouget
André Pedersen
A. Jakola
V. Kavouridis
K. Emblem
...
M. Witte
A. Zwinderman
P. D. W. Hamer
O. Solheim
Ingerid Reinertsen
28
21
0
29 Apr 2022
Rethinking Machine Learning Model Evaluation in Pathology
Rethinking Machine Learning Model Evaluation in Pathology
Syed Ashar Javed
Dinkar Juyal
Zahil Shanis
S. Chakraborty
Harsha Pokkalla
Aaditya (Adi) Prakash
LM&MA
25
12
0
11 Apr 2022
A deep learning framework for the detection and quantification of drusen
  and reticular pseudodrusen on optical coherence tomography
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography
R. Schwartz
Hagar Khalid
S. Liakopoulos
Y. Ouyang
Coen de Vente
...
Zhichao Wu
Himeesh Kumar
Joseph Farrington
C. Sánchez
A. Tufail
25
26
0
05 Apr 2022
Deep Neural Network for Automatic Assessment of Dysphonia
Deep Neural Network for Automatic Assessment of Dysphonia
Mario Alejandro García
Ana Lorena Rosset
14
5
0
25 Feb 2022
Comparison of Evaluation Metrics for Landmark Detection in CMR Images
Comparison of Evaluation Metrics for Landmark Detection in CMR Images
Sven Koehler
Lalith Sharan
Julian Kuhm
A. Ghanaat
Jelizaveta Gordejeva
N.K. Simon
Niko M. Grell
Florian André
Sandy Engelhardt
6
5
0
25 Jan 2022
Calibrating the Dice loss to handle neural network overconfidence for
  biomedical image segmentation
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation
Michael Yeung
L. Rundo
Yang Nan
Evis Sala
Carola-Bibiane Schönlieb
Guang Yang
UQCV
25
30
0
31 Oct 2021
The Medical Segmentation Decathlon
The Medical Segmentation Decathlon
Michela Antonelli
Annika Reinke
Spyridon Bakas
Keyvan Farahani
AnnetteKopp-Schneider
...
Zhanwei Xu
Yefeng Zheng
Amber L. Simpson
Lena Maier-Hein
M. Jorge Cardoso
OOD
42
948
0
10 Jun 2021
Semantic segmentation of multispectral photoacoustic images using deep
  learning
Semantic segmentation of multispectral photoacoustic images using deep learning
Melanie Schellenberg
Kris K. Dreher
Niklas Holzwarth
Fabian Isensee
Annika Reinke
Nicholas Schreck
A. Seitel
M. Tizabi
Lena Maier-Hein
J. Gröhl
27
32
0
20 May 2021
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