Bjoern H. Menze
6 papers · 2017–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Keyword Champion
π
Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Architectures
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Applications
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
convolutional neural network
(2)
medical imaging
(2)
3d convolutional neural network
(2)
computed tomography
(2)
tubular structure
(1)
residual learning
(1)
group convolution
(1)
topology preservation
(1)
tubular structure segmentation
(1)
neural network
(1)
parameter mapping
(1)
pulmonary nodule detection
(1)
single-shot detector
(1)
mr fingerprinting
(1)
diffusion tensor
(1)
magnetic resonance
(1)
motion correction
(1)
quantitative mri
(1)
parameter quantification
(1)
medical image reconstruction
(1)
Papers
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
CVPR 2021
Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping
MIDL 2021
Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting
MIDL 2020
Deep Reinforcement Learning for Organ Localization in CT
MIDL 2020
Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images
MIDL 2019
Efficient Algorithms for Moral Lineage Tracing
ICCV 2017