Fabian Isensee
11 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
👥
Mega-Team · Civilization
⚡
Prolific Year · Productive
❓
The Questioner
(2)
💎
Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Domain-Specific
(3)
Optimization & Theory
(3)
Application Areas
(2)
Architectures
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Keywords
medical image segmentation
(3)
benchmark evaluation
(1)
multi-task learning
(1)
domain generalization
(1)
image retrieval
(1)
function approximation
(1)
data augmentation
(1)
conditional generation
(1)
deep learning
(1)
out-of-distribution generalization
(1)
medical image analysis
(1)
iterative refinement
(1)
gaussian process
(1)
time series
(1)
image analysis
(1)
biomedical imaging
(1)
semantic similarity
(1)
convolutional neural network
(1)
vision-language model
(1)
zero-shot segmentation
(1)
Papers
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
MIDL 2026
VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation
CVPR 2026
Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
MICCAI 2025
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NeurIPS 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
Quality Assured: Rethinking Annotation Strategies in Imaging AI
ECCV 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
Why Is the Winner the Best?
CVPR 2023
GP-ConvCNP: Better generalization for conditional convolutional Neural Processes on time series data
UAI 2021