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Ege Özsoy
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4D-OR: Semantic Scene Graphs for OR Domain Modeling
E Özsoy, EP Örnek, U Eck, T Czempiel, F Tombari, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2022
272022
Exploiting Food Embeddings for Ingredient Substitution.
C Pellegrini, E Özsoy, M Wintergerst, G Groh
HEALTHINF 5, 67-77, 2021
202021
CholecTriplet2022: Show me a tool and tell me the triplet—An endoscopic vision challenge for surgical action triplet detection
CI Nwoye, T Yu, S Sharma, A Murali, D Alapatt, A Vardazaryan, K Yuan, ...
Medical Image Analysis 89, 102888, 2023
122023
Multimodal semantic scene graphs for holistic modeling of surgical procedures
E Özsoy, EP Örnek, U Eck, F Tombari, N Navab
arXiv preprint arXiv:2106.15309, 2021
82021
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
C Pellegrini, E Özsoy, B Busam, N Navab, M Keicher
arXiv preprint arXiv:2311.18681, 2023
52023
Holistic OR domain modeling: a semantic scene graph approach
E Özsoy, T Czempiel, EP Örnek, U Eck, F Tombari, N Navab
International Journal of Computer Assisted Radiology and Surgery, 1-9, 2023
52023
Rad-restruct: A novel vqa benchmark and method for structured radiology reporting
C Pellegrini, M Keicher, E Özsoy, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2023
52023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
E Özsoy, T Czempiel, F Holm, C Pellegrini, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2023
52023
Xplainer: From x-ray observations to explainable zero-shot diagnosis
C Pellegrini, M Keicher, E Özsoy, P Jiraskova, R Braren, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2023
52023
Dynamic Scene Graph Representation for Surgical Video
F Holm, G Ghazaei, T Czempiel, E Özsoy, S Saur, N Navab
Proceedings of the IEEE/CVF International Conference on Computer Vision, 81-87, 2023
42023
Location-free scene graph generation
E Özsoy, F Holm, T Czempiel, N Navab, B Busam
arXiv preprint arXiv:2303.10944, 2023
32023
EndoViT: pretraining vision transformers on a large collection of endoscopic images
D Batić, F Holm, E Özsoy, T Czempiel, N Navab
International Journal of Computer Assisted Radiology and Surgery, 1-7, 2024
2*2024
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
E Özsoy, C Pellegrini, M Keicher, N Navab
arXiv preprint arXiv:2404.07031, 2024
2024
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