Halil Ertugrul Aktas
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
semi-supervised learning
(1)
domain generalization
(1)
image harmonization
(1)
medical image segmentation
(1)
magnetic resonance imaging
(1)
foundation model
(1)
controllable generation
(1)
domain shift
(1)
diffusion transformer
(1)
zero-shot segmentation
(1)
pretrained medical model
(1)
pancreas segmentation
(1)
mammography benchmark
(1)
breast density estimation
(1)
bi-rads classification
(1)
Papers
CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization
MIDL 2026
LUMINA: A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol
CVPR 2026
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
MIDL 2025