Veronika Cheplygina

6PUBLICATIONS
54CO-AUTHORS
Semi- and unsupervised learningBioinformatic methods developmentDecision makingMedical biotechnology diagnostics (incl. biosensors)Epidemiological methods
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Publications (6)

|May 20, 2025
Mask of Truth: Model Sensitivity to Unexpected Regions of Medical Images.

Théo Sourget, Michelle Hestbek-Møller, Amelia Jiménez-Sánchez

|Feb 12, 2024
Metrics reloaded: recommendations for image analysis validation.

Lena Maier-Hein, Annika Reinke, Patrick Godau

|Feb 12, 2024
Understanding metric-related pitfalls in image analysis validation.

Annika Reinke, Minu D Tizabi, Michael Baumgartner

|Apr 13, 2022
Machine learning for medical imaging: methodological failures and recommendations for the future.

Gaël Varoquaux, Veronika Cheplygina

|Apr 22, 2021
Crowdsourcing airway annotations in chest computed tomography images.

Veronika Cheplygina, Adria Perez-Rovira, Wieying Kuo

|Oct 16, 2018
Automatic emphysema detection using weakly labeled HRCT lung images.

Isabel Pino Peña, Veronika Cheplygina, Sofia Paschaloudi

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Frequent Collaborators

2 joint publications

M Jorge Cardoso

2 joint publications

Ben Glocker

2 joint publications

Arriel Benis

2 joint publications

Annika Reinke