Matthias Keicher

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Chest Radiographs

Top Venues

Publications

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling. CoRR (2024)
Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. GRAIL/OCELOT@MICCAI (2023)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. MICCAI (5) (2023)
Matthias Keicher, Kamilia Zaripova, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays. MIDL (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)
Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. CoRR (2023)
Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. 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, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. MICCAI (5) (2023)
Matthias Keicher, Matan Atad, David Schinz, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Nassir Navab
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading. CoRR (2023)
Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab
Interpretable Vertebral Fracture Diagnosis. iMIMIC@MICCAI (2022)
Adeleh Bitarafan, Mohammad Farid Azampour, Kian Bakhtari, Mahdieh Soleymani Baghshah, Matthias Keicher, Nassir Navab
Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows. MICCAI (4) (2022)
Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab
Few-shot Structured Radiology Report Generation Using Natural Language Prompts. CoRR (2022)
Marcel Kollovieh, Matthias Keicher, Stephan Wunderlich, Hendrik Burwinkel, Thomas Wendler, Nassir Navab
U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images. CoRR (2022)
Tobias Czempiel, Coco Rogers, Matthias Keicher, Magdalini Paschali, Rickmer Braren, Egon Burian, Marcus R. Makowski, Nassir Navab, Thomas Wendler, Seong Tae Kim
Longitudinal Self-Supervision for COVID-19 Pathology Quantification. CoRR (2022)
Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab
Interpretable Vertebral Fracture Diagnosis. CoRR (2022)
Matan Atad, Vitalii Dmytrenko, Yitong Li, Xinyue Zhang, Matthias Keicher, Jan Kirschke, Benedikt Wiestler, Ashkan Khakzar, Nassir Navab
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN. CoRR (2022)
Seong Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. MICCAI (7) (2021)
Seong-Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. CoRR (2021)
Matthias Keicher, Hendrik Burwinkel, David Bani-Harouni, Magdalini Paschali, Tobias Czempiel, Egon Burian, Marcus R. Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction. CoRR (2021)
Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong-Tae Kim, Nassir Navab
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images. CoRR (2021)
Tobias Czempiel, Magdalini Paschali, Matthias Keicher, Walter Simson, Hubertus Feussner, Seong Tae Kim, Nassir Navab
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks. CoRR (2020)
Hendrik Burwinkel, Matthias Keicher, David Bani-Harouni, Tobias Zellner, Florian Eyer, Nassir Navab, Seyed-Ahmad Ahmadi
Decision Support for Intoxication Prediction Using Graph Convolutional Networks. MICCAI (2) (2020)
Tobias Czempiel, Magdalini Paschali, Matthias Keicher, Walter Simson, Hubertus Feussner, Seong Tae Kim, Nassir Navab
TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks. MICCAI (3) (2020)
Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab
Continual Class Incremental Learning for CT Thoracic Segmentation. DART/DCL@MICCAI (2020)
Hendrik Burwinkel, Matthias Keicher, David Bani-Harouni, Tobias Zellner, Florian Eyer, Nassir Navab, Seyed-Ahmad Ahmadi
Decision Support for Intoxication Prediction Using Graph Convolutional Networks. CoRR (2020)
Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab
Continual Class Incremental Learning for CT Thoracic Segmentation. CoRR (2020)
Asli Okur, Christoph Hennersperger, Brent Runyan, José Gardiazabal, Matthias Keicher, Stefan Paepke, Thomas Wendler, Nassir Navab
fhSPECT-US Guided Needle Biopsy of Sentinel Lymph Nodes in the Axilla: Is it Feasible? MICCAI (1) (2014)