Matthias Wilms
5 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (2) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (10) ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(14)
Conferences
MIDL (4)
MICCAI (1)
Top co-authors
Keywords
domain generalization
(1)
medical imaging
(1)
medical image segmentation
(1)
magnetic resonance imaging
(1)
generative model
(1)
spurious correlation
(1)
spatio-temporal datum
(1)
computed tomography
(1)
counterfactual inference
(1)
morphological analysis
(1)
temporal convolutional network
(1)
counterfactual analysis
(1)
protected attribute
(1)
deterministic autoencoder
(1)
perfusion imaging
(1)
stroke lesion prediction
(1)
brain age prediction
(1)
causal generative model
(1)
causal normalizing flow
(1)
parkinson disease classification
(1)
Papers
Synthetic Ground Truth Counterfactuals for Comprehensive Evaluation of Causal Generative Models in Medical Imaging
MICCAI 2025
Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis
MIDL 2025
Improved multi-site Parkinsonโs disease classification using neuroimaging data with counterfactual inference
MIDL 2023
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks
MIDL 2021
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder
MIDL 2021