Veronika Cheplygina
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4)
👥
Mega-Team
(125)
🚀
Conference Pioneer
❓
The Questioner
(2)
Conferences
MIDL (2)
CVPR (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
semantic segmentation
(1)
multi-task learning
(1)
data augmentation
(1)
medical image segmentation
(1)
image analysis
(1)
biomedical imaging
(1)
convolutional network
(1)
dataset quality
(1)
organ segmentation
(1)
boundary loss
(1)
data documentation
(1)
multi-stage pipeline
(1)
dataset governance
(1)
benchmark competition
(1)
benchmarking competition
(1)
participation strategy
(1)
medical imaging dataset
(1)
community platform
(1)
Papers
Copycats: the many lives of a publicly available medical imaging dataset
NIPS 2024
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
MICCAI 2024
[Citation needed] Data usage and citation practices in medical imaging conferences
MIDL 2024
Why Is the Winner the Best?
CVPR 2023
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation
MIDL 2021