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ORCIDMatthias Keicher
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2020 – today
- 2024
[c13]David Bani-Harouni, Nassir Navab, Matthias Keicher:
MAGDA: Multi-agent Guideline-Driven Diagnostic Assistance. MedAGI@MICCAI 2024: 163-172- [c12]Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab:
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling. MICCAI (6) 2024: 455-465 - [i19]Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab:
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling. CoRR abs/2404.07031 (2024) - [i18]Matan Atad, David Schinz, Hendrik Kristian Möller, Robert Graf, Benedikt Wiestler, Daniel Rueckert, Nassir Navab, Jan S. Kirschke, Matthias Keicher:
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder. CoRR abs/2408.01571 (2024) - [i17]David Bani-Harouni, Nassir Navab, Matthias Keicher:
MAGDA: Multi-agent guideline-driven diagnostic assistance. CoRR abs/2409.06351 (2024) - 2023
- [c11]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: 54-63 - [c10]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab:
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. MICCAI (5) 2023: 409-419 - [c9]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: 420-429 - [c8]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: 1493-1508 - [i16]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 abs/2303.12031 (2023) - [i15]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab:
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. CoRR abs/2303.13391 (2023) - [i14]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 abs/2303.13818 (2023) - [i13]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab:
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. CoRR abs/2307.05766 (2023) - [i12]Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher:
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance. CoRR abs/2311.18681 (2023) - 2022
- [c7]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: 71-81 - [c6]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: 609-618 - [i11]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 abs/2203.10804 (2022) - [i10]Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab:
Few-shot Structured Radiology Report Generation Using Natural Language Prompts. CoRR abs/2203.15723 (2022) - [i9]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 abs/2203.16273 (2022) - [i8]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 abs/2206.08078 (2022) - [i7]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 abs/2207.07553 (2022) - 2021
- [c5]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: 273-282 - [i6]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 abs/2103.07240 (2021) - [i5]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 abs/2103.10868 (2021) - [i4]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 abs/2108.00860 (2021) - 2020
- [c4]Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab:
Continual Class Incremental Learning for CT Thoracic Segmentation. DART/DCL@MICCAI 2020: 106-116 - [c3]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: 343-352 - [c2]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: 633-642 - [i3]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 abs/2003.10751 (2020) - [i2]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 abs/2005.00840 (2020) - [i1]Abdelrahman Elskhawy, Aneta Lisowska, Matthias Keicher, Joseph Henry, Paul Thomson, Nassir Navab:
Continual Class Incremental Learning for CT Thoracic Segmentation. CoRR abs/2008.05557 (2020)
2010 – 2019
- 2014
- [c1]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: 577-584
Coauthor Index
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last updated on 2024-10-15 00:24 CEST by the dblp team
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