Lisa M. Koch
7 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Healthcare & Medicine
(4)
Clinical
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Core Methods
(2)
Architectures
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Models
(1)
Processing
(1)
Research
(1)
Techniques
(1)
Keywords
fundus image
(2)
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)
probabilistic segmentation
(1)
deep learning model
(1)
sparse linear model
(1)
interpretable model
(1)
counterfactual explanation
(1)
subgroup discovery
(1)
dice score
(1)
alzheimer disease detection
(1)
wasserstein generative adversarial network
(1)
diabetic retinopathy
(1)
systematic failure
(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