Klaus H. Maier-Hein
11 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π§ Keyword Pioneer π Cross-Pollinator (3) π Conference Polyglot (5) π Interdisciplinary Bridge
π
Interdisciplinary Bridge
π
Cross-Pollinator
(3)
π₯
Mega-Team
(53)
β
The Questioner
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
MICCAI (3)
NIPS (3)
WACV (2)
ECCV (1)
MIDL (1)
UAI (1)
Top co-authors
Keywords
medical image segmentation
(2)
semantic segmentation
(1)
benchmark evaluation
(1)
domain generalization
(1)
image retrieval
(1)
function approximation
(1)
medical imaging
(1)
conditional generation
(1)
feature attribution
(1)
deep learning
(1)
out-of-distribution generalization
(1)
medical image analysis
(1)
iterative refinement
(1)
gaussian process
(1)
time series
(1)
selective classification
(1)
semantic similarity
(1)
convolutional neural network
(1)
confidence scoring
(1)
risk coverage
(1)
Papers
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
MIDL 2026
Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
MICCAI 2025
Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy
MICCAI 2025
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
MICCAI 2025
Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis
WACV 2025
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
NIPS 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NIPS 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
GP-ConvCNP: Better generalization for conditional convolutional Neural Processes on time series data
UAI 2021