Ege Özsoy

35 papers A* 1Journal 25Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
PanORama: Multiview Consistent Panoptic Segmentation in Operating Rooms.
CoRR
Tuna Gürbüz, Ege Özsoy, Tony Danjun Wang, Nassir Navab
2026 J jnl
Prototype-Based Knowledge Guidance for Fine-Grained Structured Radiology Reporting.
CoRR
Chantal Pellegrini, Adrian Delchev, Ege Özsoy, Nassir Navab, Matthias Keicher
2025 J jnl
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding.
CoRR
Ege Özsoy, Arda Mamur, Felix Tristram, Chantal Pellegrini, Magdalena Wysocki, Benjamin Busam, Nassir Navab
2025 J jnl
From EHRs to Patient Pathways: Scalable Modeling of Longitudinal Health Trajectories with LLMs.
CoRR
Chantal Pellegrini, Ege Özsoy, David Bani-Harouni, Matthias Keicher, Nassir Navab
2025 J jnl
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning.
CoRR
David Bani-Harouni, Chantal Pellegrini, Ege Özsoy, Matthias Keicher, Nassir Navab
2025 — conf
Location-Free Scene Graph Generation.
CVPR Workshops
Ege Özsoy, Felix Holm, Chantal Pellegrini, Tobias Czempiel, Mahdi Saleh, Nassir Navab, Benjamin Busam
2025 A* conf
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments.
CVPR
Ege Özsoy, Chantal Pellegrini, Tobias Czempiel, Felix Tristram, Kun Yuan, David Bani-Harouni, Ulrich Eck, Benjamin Busam, Matthias Keicher, Nassir Navab
2025 J jnl
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments.
CoRR
Ege Özsoy, Chantal Pellegrini, Tobias Czempiel, Felix Tristram, Kun Yuan, David Bani-Harouni, Ulrich Eck, Benjamin Busam, Matthias Keicher, Nassir Navab
2025 J jnl
ORQA: A Benchmark and Foundation Model for Holistic Operating Room Modeling.
CoRR
Ege Özsoy, Chantal Pellegrini, David Bani-Harouni, Kun Yuan, Matthias Keicher, Nassir Navab
2025 J jnl
PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone.
CoRR
Kamilia Zaripova, Ege Özsoy, Nassir Navab, Azade Farshad
2025 — conf
Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement.
MICCAI (9)
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
2025 J jnl
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement.
CoRR
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
2025 J jnl
Rewarding Doubt: A Reinforcement Learning Approach to Confidence Calibration of Large Language Models.
CoRR
Paul Stangel, David Bani-Harouni, Chantal Pellegrini, Ege Özsoy, Kamilia Zaripova, Matthias Keicher, Nassir Navab
2025 J jnl
Video-based multi-target multi-camera tracking for postoperative phase recognition.
Int. J. Comput. Assist. Radiol. Surg.
Franziska Jurosch, Janik Zeller, Lars Wagner, Ege Özsoy, Alissa Jell, Sven Kolb, Dirk Wilhelm
2024 J jnl
EndoViT: pretraining vision transformers on a large collection of endoscopic images.
Int. J. Comput. Assist. Radiol. Surg.
Dominik Batic, Felix Holm, Ege Özsoy, Tobias Czempiel, Nassir Navab
2024 J jnl
Holistic OR domain modeling: a semantic scene graph approach.
Int. J. Comput. Assist. Radiol. Surg.
Ege Özsoy, Tobias Czempiel, Evin Pinar Örnek, Ulrich Eck, Federico Tombari, Nassir Navab
2024 — conf
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling.
MICCAI (6)
Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab
2024 J jnl
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling.
CoRR
Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal.
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
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection.
CoRR
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
2023 — conf
Dynamic Scene Graph Representation for Surgical Video.
ICCV (Workshops)
Felix Holm, Ghazal Ghazaei, Tobias Czempiel, Ege Özsoy, Stefan Saur, Nassir Navab
2023 J jnl
Dynamic Scene Graph Representation for Surgical Video.
CoRR
Felix Holm, Ghazal Ghazaei, Tobias Czempiel, Ege Özsoy, Stefan Saur, Nassir Navab
2023 — conf
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms.
MICCAI (9)
Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab
2023 J jnl
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms.
CoRR
Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab
2023 J jnl
Location-Free Scene Graph Generation.
CoRR
Ege Özsoy, Felix Holm, Tobias Czempiel, Nassir Navab, Benjamin Busam
2023 J jnl
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.
CoRR
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
2023 — conf
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting.
MICCAI (5)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab
2023 J jnl
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting.
CoRR
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab
2023 J jnl
Whether and When does Endoscopy Domain Pretraining Make Sense?
CoRR
Dominik Batic, Felix Holm, Ege Özsoy, Tobias Czempiel, Nassir Navab
2023 — conf
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis.
MICCAI (5)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
2023 J jnl
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis.
CoRR
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
2022 — conf
4D-OR: Semantic Scene Graphs for OR Domain Modeling.
MICCAI (8)
Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab
2022 J jnl
4D-OR: Semantic Scene Graphs for OR Domain Modeling.
CoRR
Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab
2021 — conf
Exploiting Food Embeddings for Ingredient Substitution.
HEALTHINF
Chantal Pellegrini, Ege Özsoy, Monika Wintergerst, Georg Groh
2021 J jnl
Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures.
CoRR
Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Federico Tombari, Nassir Navab