Heinz Handels
4 papers · 2015–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
MIDL (3)
ICCV (1)
Top co-authors
Keywords
image classification
(1)
image segmentation
(1)
medical imaging
(1)
landmark detection
(1)
maximum a posteriori
(1)
implicit neural representation
(1)
probabilistic model
(1)
subgroup discovery
(1)
shape disentanglement
(1)
appearance disentanglement
(1)
medical image registration
(1)
probabilistic correspondence
(1)
statistical appearance model
(1)
deformation representation
(1)
deformable template
(1)
diffeomorphic autoencoder
(1)
guided filter regularization
(1)
morphological bias detection
(1)
Papers
Revealing and Reducing Morphological Biases Using Implicit Neural Representations for Medical Image Registration
MIDL 2026
FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids
MIDL 2024
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
MIDL 2021
Probabilistic Appearance Models for Segmentation and Classification
ICCV 2015