Matthias Keicher

According to our database, Matthias Keicher authored at least 22 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder.

Matan Atad, David Schinz, Hendrik Kristian Möller, Robert Graf, Benedikt Wiestler, Daniel Rueckert, Nassir Navab, Jan S. Kirschke, Matthias Keicher

CoRR, 2024

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling.

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MAGDA: Multi-agent Guideline-Driven Diagnostic Assistance.

David Bani-Harouni, Nassir Navab, Matthias Keicher

Proceedings of the Foundation Models for General Medical AI, 2024

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

Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading.

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

CoRR, 2023

FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays.

Matthias Keicher, Kamilia Zaripova, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab

Proceedings of the Medical Imaging with Deep Learning, 2023

Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays.

Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab

Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting.

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis.

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN.

Matan Atad, Vitalii Dmytrenko, Yitong Li, Xinyue Zhang, Matthias Keicher, Jan Kirschke, Benedikt Wiestler, Ashkan Khakzar, Nassir Navab

CoRR, 2022

U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images.

Marcel Kollovieh, Matthias Keicher, Stephan Wunderlich, Hendrik Burwinkel, Thomas Wendler, Nassir Navab

CoRR, 2022

Few-shot Structured Radiology Report Generation Using Natural Language Prompts.

Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab

CoRR, 2022

Longitudinal Self-Supervision for COVID-19 Pathology Quantification.

Tobias Czempiel, Coco Rogers, Matthias Keicher, Magdalini Paschali, Rickmer Braren, Egon Burian, Marcus R. Makowski, Nassir Navab, Thomas Wendler, Seong Tae Kim

CoRR, 2022

Interpretable Vertebral Fracture Diagnosis.

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

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows.

Adeleh Bitarafan, Mohammad Farid Azampour, Kian Bakhtari, Mahdieh Soleymani Baghshah, Matthias Keicher, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction.

Matthias Keicher, Hendrik Burwinkel, David Bani-Harouni, Magdalini Paschali, Tobias Czempiel, Egon Burian, Marcus R. Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler

CoRR, 2021

GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images.

Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong-Tae Kim, Nassir Navab

CoRR, 2021

Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs.

Seong Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Continual Class Incremental Learning for CT Thoracic Segmentation.

Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab

Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020

TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks.

Tobias Czempiel, Magdalini Paschali, Matthias Keicher, Walter Simson, Hubertus Feussner, Seong Tae Kim, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Decision Support for Intoxication Prediction Using Graph Convolutional Networks.

Hendrik Burwinkel, Matthias Keicher, David Bani-Harouni, Tobias Zellner, Florian Eyer, Nassir Navab, Seyed-Ahmad Ahmadi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2014

fhSPECT-US Guided Needle Biopsy of Sentinel Lymph Nodes in the Axilla: Is it Feasible?

Asli Okur, Christoph Hennersperger, Brent Runyan, José Gardiazabal, Matthias Keicher, Stefan Paepke, Thomas Wendler, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014