Veronika Cheplygina
Copenhagen, Denmark
Last Updated: 09/26/2026
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Found 14 publications
Exploring connections of spectral analysis and transfer learning in medical imaging.
Journal: Proceedings of SPIE--the International Society for Optical Engineering
Published: June 27, 2025
Mask of Truth: Model Sensitivity to Unexpected Regions of Medical Images.
Journal: Journal of imaging informatics in medicine
Published: December 11, 2024
A grassroots approach to peer support by the Danish Reproducibility Network.
Journal: BMC research notes
Published: May 31, 2024
Understanding metric-related pitfalls in image analysis validation.
Journal: Nature methods
Published: February 09, 2023
Metrics reloaded: recommendations for image analysis validation.
Journal: Nature methods
Published: February 09, 2023
Ten simple rules for failing successfully in academia.
Journal: PLoS computational biology
Published: December 15, 2022
Machine learning for medical imaging: methodological failures and recommendations for the future.
Journal: NPJ digital medicine
Published: June 21, 2021
Crowdsourcing airway annotations in chest computed tomography images.
Journal: PloS one
Published: November 25, 2020
Ten simple rules for getting started on Twitter as a scientist.
Journal: PLoS computational biology
Published: February 11, 2020
Effective Self-Management for Early Career Researchers in the Natural and Life Sciences.
Journal: Neuron
Published: January 20, 2020
Correction: Automatic emphysema detection using weakly labeled HRCT lung images.
Journal: PloS one
Published: August 02, 2019
Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis.
Journal: Medical image analysis
Published: September 24, 2018
Last Updated: 09/26/2026