Exploiting Food Embeddings for Ingredient Substitution. - Chantal Pellegrini; Ege Özsoy; Monika Wintergerst; Georg Groh (HEALTHINF, 2021)

Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures. - Ege Özsoy; Evin Pinar Örnek; Ulrich Eck; Federico Tombari; Nassir Navab (CoRR, 2021)

4D-OR: Semantic Scene Graphs for OR Domain Modeling. - Ege Özsoy; Evin Pinar Örnek; Ulrich Eck; Tobias Czempiel; Federico Tombari; Nassir Navab (MICCAI (8), 2022)

Dynamic Scene Graph Representation for Surgical Video. - Felix Holm; Ghazal Ghazaei; Tobias Czempiel; Ege Özsoy; Stefan Saur; Nassir Navab (ICCV (Workshops), 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 (MICCAI (9), 2023)

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. - Chantal Pellegrini; Matthias Keicher; Ege Özsoy; Petra Jiraskova; Rickmer Braren; Nassir Navab (MICCAI (5), 2023)

Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. - Chantal Pellegrini; Matthias Keicher; Ege Özsoy; Nassir Navab (MICCAI (5), 2023)

Location-Free Scene Graph Generation. - Ege Özsoy; Felix Holm; Tobias Czempiel; Nassir Navab; Benjamin Busam (CoRR, 2023)

Whether and When does Endoscopy Domain Pretraining Make Sense? - Dominik Batic; Felix Holm; Ege Özsoy; Tobias Czempiel; Nassir Navab (CoRR, 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)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling. - Ege Özsoy; Chantal Pellegrini; Matthias Keicher; Nassir Navab (MICCAI (6), 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., 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., 2024)

Location-Free Scene Graph Generation. - Ege Özsoy; Felix Holm; Chantal Pellegrini; Tobias Czempiel; Mahdi Saleh; Nassir Navab; Benjamin Busam (CVPR Workshops, 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 004; David Bani-Harouni; Ulrich Eck; Benjamin Busam; Matthias Keicher; Nassir Navab (CVPR, 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, 2025)

ORQA: A Benchmark and Foundation Model for Holistic Operating Room Modeling. - Ege Özsoy; Chantal Pellegrini; David Bani-Harouni; Kun Yuan 004; Matthias Keicher; Nassir Navab (CoRR, 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, 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., 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, 2025)

PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone. - Kamilia Zaripova; Ege Özsoy; Nassir Navab; Azade Farshad (CoRR, 2025)

Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning. - David Bani-Harouni; Chantal Pellegrini; Ege Özsoy; Matthias Keicher; Nassir Navab (CoRR, 2025)

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement. - Kun Yuan 004; Tingxuan Chen; Shi Li; Joël L. Lavanchy; Christian Heiliger; Ege Özsoy; Yiming Huang; Long Bai 008; Nassir Navab; Vinkle Srivastav; Hongliang Ren 001; Nicolas Padoy (CoRR, 2025)