Ekaterina Kondrateva

Joined

January 2020

Names

Ekaterina Kondrateva (Preferred)

Emails

****@skoltech.ru (Confirmed)

,

****@maastrichtuniversity.nl (Confirmed)

Personal Links

Career & Education History

PhD student

Maastricht University (maastrichtuniversity.nl)

2024 – 2025

Researcher

Skoltech (skoltech.ru)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

Expertise

Computer Vision

2018 – 2025

Deep Learning in Neuroscience

2017 – 2025

Publications

Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners
Ekaterina Kondrateva, Sandzhi Barg, Abdalla Z Mohamed, Florian Kofler
- MIDL 2026 - Validation Papers Poster
- Readers: Everyone
Statistical Evaluation of Competing Models in Brain MRI Analysis
Ekaterina Kondrateva, Aleksandr Yugay
- MIDL 2024 Short Papers
- Readers: Everyone
The effect of skull-stripping on transfer learning for 3D MRI models: ADNI data
Polina Druzhinina, Ekaterina Kondrateva
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Do we really need all these preprocessing steps in brain MRI segmentation?
Ekaterina Kondrateva, Polina Druzhinina, Anvar Kurmukov
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
50 shades of overfitting: towards MRI-based neurologicalmodels interpretation
Polina Druzhinina, Ekaterina Kondrateva, Evgeny Burnaev
- Published: 11 May 2021, Last Modified: 16 May 2023
- MIDL 2021 Poster
- Readers: Everyone

Co-Authors