Matthias Keicher
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Conference Pioneer
Conferences
MIDL (3)
CVPR (1)
MICCAI (1)
Top co-authors
Keywords
vision-language model
(2)
semantic segmentation
(1)
few-shot learning
(1)
medical imaging
(1)
multimodal learning
(1)
scene graph generation
(1)
medical image classification
(1)
spatio-temporal analysis
(1)
language embedding
(1)
panoptic segmentation
(1)
chest x-ray
(1)
radiology report generation
(1)
structured reporting
(1)
surgical environment understanding
(1)
catastrophic forgetting mitigation
(1)
surgical datum
(1)
clinical dialog system
(1)
contrastive learning
(1)
interactive report correction
(1)
Papers
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments
CVPR 2025
RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance
MIDL 2025
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
MICCAI 2024
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis
MIDL 2024
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays
MIDL 2023