Lisa M. Koch
7 papers · 2018–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
MIDL (5)
CVPR (1)
MICCAI (1)
Top co-authors
Keywords
logistic regression
(1)
medical imaging
(1)
multi-label classification
(1)
interpretable machine learning
(1)
feature attribution
(1)
medical image segmentation
(1)
neural network interpretation
(1)
medical image analysis
(1)
saliency map
(1)
deep learning model
(1)
sparse linear model
(1)
interpretable model
(1)
counterfactual explanation
(1)
subgroup discovery
(1)
alzheimer disease detection
(1)
wasserstein generative adversarial network
(1)
diabetic retinopathy
(1)
systematic failure
(1)
failure analysis
(1)
disease grading
(1)
Papers
SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods
MIDL 2026
Subgroup Performance Analysis in Hidden Stratifications
MICCAI 2025
Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images
MIDL 2024
Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach
MIDL 2024
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals
MIDL 2023
Sparse Activations for Interpretable Disease Grading
MIDL 2023
Visual Feature Attribution Using Wasserstein GANs
CVPR 2018