Ege Özsoy

According to our database, Ege Özsoy authored at least 24 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement.

Kun Yuan, Tingxuan Chen, Shi Li, Joël L. Lavanchy, Christian Heiliger, Ege Özsoy, Yiming Huang, Long Bai, Nassir Navab, Vinkle Srivastav, Hongliang Ren, Nicolas Padoy

CoRR, June, 2025

Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning.

David Bani-Harouni, Chantal Pellegrini, Ege Özsoy, Matthias Keicher, Nassir Navab

CoRR, June, 2025

PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone.

Kamilia Zaripova, Ege Özsoy, Nassir Navab, Azade Farshad

CoRR, June, 2025

From EHRs to Patient Pathways: Scalable Modeling of Longitudinal Health Trajectories with LLMs.

Chantal Pellegrini, Ege Özsoy, David Bani-Harouni, Matthias Keicher, Nassir Navab

CoRR, June, 2025

Video-based multi-target multi-camera tracking for postoperative phase recognition.

Franziska Jurosch, Janik Zeller, Lars Wagner, Ege Özsoy, Alissa Jell, Sven Kolb, Dirk Wilhelm

Int. J. Comput. Assist. Radiol. Surg., June, 2025

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding.

Ege Özsoy, Arda Mamur, Felix Tristram, Chantal Pellegrini, Magdalena Wysocki, Benjamin Busam, Nassir Navab

CoRR, May, 2025

ORQA: A Benchmark and Foundation Model for Holistic Operating Room Modeling.

Ege Özsoy, Chantal Pellegrini, David Bani-Harouni, Kun Yuan, Matthias Keicher, Nassir Navab

CoRR, May, 2025

Rewarding Doubt: A Reinforcement Learning Approach to Confidence Calibration of Large Language Models.

Paul Stangel, David Bani-Harouni, Chantal Pellegrini, Ege Özsoy, Kamilia Zaripova, Matthias Keicher, Nassir Navab

CoRR, March, 2025

MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments.

Ege Özsoy, Chantal Pellegrini, Tobias Czempiel, Felix Tristram, Kun Yuan, David Bani-Harouni, Ulrich Eck, Benjamin Busam, Matthias Keicher, Nassir Navab

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Location-Free Scene Graph Generation.

Ege Özsoy, Felix Holm, Chantal Pellegrini, Tobias Czempiel, Mahdi Saleh, Nassir Navab, Benjamin Busam

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

EndoViT: pretraining vision transformers on a large collection of endoscopic images.

Dominik Batic, Felix Holm, Ege Özsoy, Tobias Czempiel, Nassir Navab

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Holistic OR domain modeling: a semantic scene graph approach.

Ege Özsoy, Tobias Czempiel, Evin Pinar Örnek, Ulrich Eck, Federico Tombari, Nassir Navab

Int. J. Comput. Assist. Radiol. Surg., May, 2024

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling.

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.

Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy

Medical Image Anal., October, 2023

RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.

Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher

CoRR, 2023

Whether and When does Endoscopy Domain Pretraining Make Sense?

Dominik Batic, Felix Holm, Ege Özsoy, Tobias Czempiel, Nassir Navab

CoRR, 2023

Location-Free Scene Graph Generation.

Ege Özsoy, Felix Holm, Tobias Czempiel, Nassir Navab, Benjamin Busam

CoRR, 2023

Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting.

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis.

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms.

Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dynamic Scene Graph Representation for Surgical Video.

Felix Holm, Ghazal Ghazaei, Tobias Czempiel, Ege Özsoy, Stefan Saur, Nassir Navab

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

4D-OR: Semantic Scene Graphs for OR Domain Modeling.

Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures.

Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Federico Tombari, Nassir Navab

CoRR, 2021

Exploiting Food Embeddings for Ingredient Substitution.

Chantal Pellegrini, Ege Özsoy, Monika Wintergerst, Georg Groh

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021