# Metrics reloaded: recommendations for image analysis validation

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/metrics-reloaded-recommendations-for-image-analysis-validation/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Lena Maier‐Hein,Annika Reinke,Patrick Godau,Minu D. Tizabi,Florian Buettner,Evangelia Christodoulou,Ben Glocker,Fabian Isensee,Jens Kleesiek,Michal Kozubek,Mauricio Reyes,Michael A. Riegler,Manuel Wiesenfarth,A. Emre Kavur,Carole H. Sudre,Michael Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,Tim Rädsch,Laura Ación,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Matthew B. Blaschko,M. Jorge Cardoso,Veronika Cheplygina,Beth A. Cimini,Professor Gary S. Collins,Keyvan Farahani,Luciana Ferrer,Adrián Galdrán,Bram van Ginneken,Robert Haase,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Alan Karthikesalingam,Florian Kofler,Annette Kopp‐Schneider,Anna Kreshuk,Tahsin Kurç,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus Maier‐Hein,Anne L. Martel,Peter Mattson,Erik Meijering,Bjoern Menze,Karel G. M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Nasir Rajpoot,Nicola Rieke,Julio Sáez-Rodríguez,Clara I. Sá‎nchez,Shravya Shetty,Maarten van Smeden,Ronald M. Summers,Abdel Aziz Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Paul F. Jäger |
| Citations | 424 |
| DOI | 10.1038/s41592-023-02151-z |
| Fields | Biochemistry, Genetics and Molecular Biology,Computer Science,Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://handle.uba.uva.nl/personal/pure/en/publications/metrics-reloaded-recommendations-for-image-analysis-validation(973b9a8a-f6c7-4bdf-805d-7312545b7e79).html |
| OpenAlex ID | https://openalex.org/W4391756091 |
| PMID | 38347141 |
| Type | article |
| Year | 2024 |

## Paper authors

- [Pierre Jannin](https://scholariq.org/researchers/pierre-jannin/)

## Paper primary topic

- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)

## Paper topics

- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)
- [Explainable Artificial Intelligence (XAI)](https://scholariq.org/topics/explainable-artificial-intelligence-xai/)
- [Cell Image Analysis Techniques](https://scholariq.org/topics/cell-image-analysis-techniques/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.