Chantal Pellegrini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Subgraph Isomorphism

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling. CoRR (2024)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. MICCAI (5) (2023)
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance. CoRR (2023)
Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms. CoRR (2023)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. CoRR (2023)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. CoRR (2023)
Chantal Pellegrini, Nassir Navab, Anees Kazi
Unsupervised pre-training of graph transformers on patient population graphs. Medical Image Anal. 89 (2023)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. MICCAI (5) (2023)
Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms. MICCAI (9) (2023)
Chantal Pellegrini, Nassir Navab, Anees Kazi
Unsupervised pre-training of graph transformers on patient population graphs. CoRR (2022)
Chantal Pellegrini, Anees Kazi, Nassir Navab
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions. CoRR (2022)
Ivan Ezhov, Tudor Mot, Suprosanna Shit, Jana Lipková, Johannes C. Paetzold, Florian Kofler, Chantal Pellegrini, Marcel Kollovieh, Fernando Navarro, Hongwei Li, Marie Metz, Benedikt Wiestler, Bjoern H. Menze
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. IEEE Trans. Medical Imaging 41 (5) (2022)
Chantal Pellegrini, Ege Özsoy, Monika Wintergerst, Georg Groh
Exploiting Food Embeddings for Ingredient Substitution. HEALTHINF (2021)