Ege Özsoy

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🚀 Conference Pioneer

Venues

MICCAI (2) CVPR (1) MIDL (1)

Top co-authors

Nassir Navab (4) Matthias Keicher (3) Chantal Pellegrini (3) Benjamin Busam (2) Kun Yuan (2) Vinkle Srivastav (1) Hongliang Ren (1) Yiming Huang (1) Joël L. Lavanchy (1) Felix Tristram (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Natural Language Processing (2) Clinical (2) Models (2) Artificial Intelligence (1) Computer Vision (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Generation (1) Resources & Methods (1)

Keywords

vision-language model (2) medical imaging (1) multimodal learning (1) scene graph generation (1) spatio-temporal analysis (1) panoptic segmentation (1) radiology report generation (1) surgical environment understanding (1) catastrophic forgetting mitigation (1) surgical data (1) clinical dialog system (1) semantic segmentation (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 Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement MICCAI 2025 ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling MICCAI 2024