Maciej A Mazurowski
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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The Questioner
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Research topics
Keywords
image segmentation
(2)
adversarial robustness
(1)
domain adaptation
(1)
pose estimation
(1)
medical imaging
(1)
deep learning
(1)
natural images
(1)
intrinsic dimension
(1)
generalization error
(1)
magnetic resonance imaging
(1)
parameter prediction
(1)
data harmonization
(1)
domain shift
(1)
high resolution
(1)
unsupervised active learning
(1)
annotation budget
(1)
mri segmentation
(1)
object mask
(1)
unsupervised registration
(1)
bone segmentation
(1)
Papers
How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?
MIDL 2025
Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation
MIDL 2024
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
ICLR 2024
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images
MIDL 2023
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs
MIDL 2023