ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2302.01790
  4. Cited By
Understanding metric-related pitfalls in image analysis validation

Understanding metric-related pitfalls in image analysis validation

3 February 2023
Annika Reinke
M. Tizabi
Michael Baumgartner
Matthias Eisenmann
Doreen Heckmann-Notzel
A. Emre Kavur
Tim Radsch
Carole H. Sudre
Laura Acion
Michela Antonelli
Tal Arbel
Spyridon Bakas
Arriel Benis
Matthew Blaschko
Florian Buettner
M. Jorge Cardoso
V. Cheplygina
Jianxu Chen
E. Christodoulou
Beth A. Cimini
Gary S. Collins
Keyvan Farahani
Luciana Ferrer
Adrian Galdran
Bram van Ginneken
Ben Glocker
Patrick Godau
Robert Haase
Daniel A. Hashimoto
Michael M. Hoffman
Merel Huisman
Fabian Isensee
Pierre Jannin
Charles E. Kahn
Dagmar Kainmueller
Bernhard Kainz
Alexandros Karargyris
Alan Karthikesalingam
Hannes G. Kenngott
Jens Kleesiek
Florian Kofler
Thijs Kooi
Annette Kopp-Schneider
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
Karel G. M. Moons
Henning Muller
Brennan Nichyporuk
Felix Nickel
Jens Petersen
Susanne M. Rafelski
Nasir M. Rajpoot
Mauricio Reyes
Michael A. Riegler
Nicola Rieke
Julio Saez-Rodriguez
Clara I. Sánchez
S. Shetty
Maarten van Smeden
Ronald M. Summers
A. Taha
A. Tiulpin
Sotirios A. Tsaftaris
Ben Van Calster
Gaël Varoquaux
Manuel Wiesenfarth
Ziv R. Yaniv
Paul F. Jäger
Lena Maier-Hein
ArXivPDFHTML

Papers citing "Understanding metric-related pitfalls in image analysis validation"

8 / 8 papers shown
Title
Every Component Counts: Rethinking the Measure of Success for Medical
  Semantic Segmentation in Multi-Instance Segmentation Tasks
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
A. Jaus
C. Seibold
Simon Reiß
Zdravko Marinov
Keyi Li
Zeling Ye
Stefan Krieg
Jens Kleesiek
Rainer Stiefelhagen
26
0
0
24 Oct 2024
Costal Cartilage Segmentation with Topology Guided Deformable Mamba:
  Method and Benchmark
Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark
Senmao Wang
Haifan Gong
Runmeng Cui
Boyao Wan
Yicheng Liu
...
Haiqing Yang
Jingyang Zhou
Bo Pan
Lin Lin
Haiyue Jiang
31
0
0
14 Aug 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark
  Detection with State Space Model
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model
Haifan Gong
Luoyao Kang
Yitao Wang
Xiang Wan
Haofeng Li
Mamba
25
33
0
05 Feb 2024
Application-driven Validation of Posteriors in Inverse Problems
Application-driven Validation of Posteriors in Inverse Problems
T. Adler
Jan-Hinrich Nolke
Annika Reinke
M. Tizabi
Sebastian Gruber
...
Lynton Ardizzone
Paul F. Jaeger
Florian Buettner
Ullrich Kothe
Lena Maier-Hein
MedIm
33
1
0
18 Sep 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures
Similarity of Neural Network Models: A Survey of Functional and Representational Measures
Max Klabunde
Tobias Schumacher
M. Strohmaier
Florian Lemmerich
47
64
0
10 May 2023
Metrics to guide development of machine learning algorithms for malaria
  diagnosis
Metrics to guide development of machine learning algorithms for malaria diagnosis
Charles B. Delahunt
Noni Gachuhi
M. Horning
21
6
0
14 Sep 2022
Analysis and Comparison of Classification Metrics
Analysis and Comparison of Classification Metrics
Luciana Ferrer
29
19
0
12 Sep 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
22
214
0
03 Jun 2022
1