Resultats de la cerca - Maximilian Frederik Russe

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  1. 1
    Improving the use of LLMs in radiology through prompt engineering: from precision prompts to zero-shot learning

    Improving the use of LLMs in radiology through prompt engineering: from precision prompts to zero-shot learning per Maximilian Frederik Russe, Marco Reisert, Fabian Bamberg, Alexander Rau

    Publicat 2024
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  2. 2
    Fenestrated and Branched Aortic Grafts

    Fenestrated and Branched Aortic Grafts per Bartosz Rylski, Martin Czerny, Michael Südkamp, Maximilian Frederik Russe, Matthias Siepe, Friedhelm Beyersdorf

    Publicat 2015
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  3. 3
    Normative values of 4D flow derived haemodynamic parameters in the thoracic aorta – a multicentre AI-augmented analysis in 396 patients

    Normative values of 4D flow derived haemodynamic parameters in the thoracic aorta – a multicentre AI-augmented analysis in 396 patients per John Andrae, Ethan Johnson, Haben Berhane, Maximilian Frederik Russe, Michael Markl, Andreas Harloff

    Publicat 2025
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  4. 4
    A retrieval-augmented chatbot based on GPT-4 provides appropriate differential diagnosis in gastrointestinal radiology: a proof of concept study

    A retrieval-augmented chatbot based on GPT-4 provides appropriate differential diagnosis in gastrointestinal radiology: a proof of concept study per Stephan Rau, Alexander Rau, Johanna Nattenmüller, Anna Maria Fink, Fabian Bamberg, Marco Reisert, Maximilian Frederik Russe

    Publicat 2024
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  5. 5
    Performance of ChatGPT, human radiologists, and context-aware ChatGPT in identifying AO codes from radiology reports

    Performance of ChatGPT, human radiologists, and context-aware ChatGPT in identifying AO codes from radiology reports per Maximilian Frederik Russe, Anna Maria Fink, Helen L. Ngo, Hien Tran, Fabian Bamberg, Marco Reisert, Alexander Rau

    Publicat 2023
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  6. 6
    AI-based X-ray fracture analysis of the distal radius: accuracy between representative classification, detection and segmentation deep learning models for clinical practice

    AI-based X-ray fracture analysis of the distal radius: accuracy between representative classification, detection and segmentation deep learning models for clinical practice per Maximilian Frederik Russe, Philipp Rebmann, Phuong Hien Tran, Elias Kellner, Marco Reisert, Fabian Bamberg, Elmar Kotter, Suam Kim

    Publicat 2024
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  7. 7
    Evaluation of 3D blood flow patterns and wall shear stress in the normal and dilated thoracic aorta using flow-sensitive 4D CMR

    Evaluation of 3D blood flow patterns and wall shear stress in the normal and dilated thoracic aorta using flow-sensitive 4D CMR per Jonas Bürk, Philipp Blanke, Zoran Stanković, Alex J. Barker, Maximilian Frederik Russe, Julia Geiger, Alex Frydrychowicz, Mathias Langer, Michael Markl

    Publicat 2012
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  8. 8
    Three‐dimensional analysis of segmental wall shear stress in the aorta by flow‐sensitive four‐dimensional‐MRI

    Three‐dimensional analysis of segmental wall shear stress in the aorta by flow‐sensitive four‐dimensional‐MRI per Alex Frydrychowicz, Aurélien F. Stalder, Maximilian Frederik Russe, Jelena Bock, Simon Bauer, Andreas Harloff, Alexander Berger, Mathias Langer, Jürgen Hennig, Michael Markl

    Publicat 2009
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  9. 9
    MR‐based visualization and quantification of three‐dimensional flow characteristics in the portal venous system

    MR‐based visualization and quantification of three‐dimensional flow characteristics in the portal venous system per Zoran Stanković, Alex Frydrychowicz, Zoltan Csatari, Elisabeth Panther, Peter Deibert, Wulf Euringer, Wolfgang Kreisel, Maximilian Frederik Russe, Simon Bauer, Mathias Langer, Michael Markl

    Publicat 2010
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  10. 10
    Retrieval-augmented generation improves precision and trust of a GPT-4 model for emergency radiology diagnosis and classification: a proof-of-concept study

    Retrieval-augmented generation improves precision and trust of a GPT-4 model for emergency radiology diagnosis and classification: a proof-of-concept study per Anna Maria Fink, Johanna Nattenmüller, Stephan Rau, Alexander Rau, Hien Tran, Fabian Bamberg, Marco Reisert, Elmar Kotter, Thierno D. Diallo, Maximilian Frederik Russe

    Publicat 2025
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  11. 11
    A Context-based Chatbot Surpasses Radiologists and Generic ChatGPT in Following the ACR Appropriateness Guidelines

    A Context-based Chatbot Surpasses Radiologists and Generic ChatGPT in Following the ACR Appropriateness Guidelines per Alexander Rau, Stephan Rau, Daniela Zoeller, Anna Maria Fink, Hien Tran, Caroline Wilpert, Johanna Nattenmueller, Jakob Neubauer, Fabian Bamberg, Marco Reisert, Maximilian Frederik Russe

    Publicat 2023
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  12. 12
    A content-aware chatbot based on GPT 4 provides trustworthy recommendations for Cone-Beam CT guidelines in dental imaging

    A content-aware chatbot based on GPT 4 provides trustworthy recommendations for Cone-Beam CT guidelines in dental imaging per Maximilian Frederik Russe, Alexander Rau, Michael Andreas Ermer, René Rothweiler, Sina Wenger, Klara Klöble, Ralf Schulze, Fabian Bamberg, Rainer Schmelzeisen, Marco Reisert, Wiebke Semper-Hogg

    Publicat 2024
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  13. 13
    Performance of large language models for CAD-RADS 2.0 classification derived from cardiac CT reports

    Performance of large language models for CAD-RADS 2.0 classification derived from cardiac CT reports per Philipp Arnold, Maximilian Frederik Russe, Fabian Bamberg, Tilman Emrich, M. Vecsey-Nagy, Ayaat Ashi, Dmitrij Kravchenko, Ákos Varga‐Szemes, Martin Soschynski, Alexander Rau, Elmar Kotter, Muhammad Taha Hagar

    Publicat 2025
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  14. 14
    Deep learning-based body composition analysis from whole-body magnetic resonance imaging to predict all-cause mortality in a large western population

    Deep learning-based body composition analysis from whole-body magnetic resonance imaging to predict all-cause mortality in a large western population per Matthias Jung, Vineet K. Raghu, Marco Reisert, H. Rieder, Susanne Rospleszcz, Tobias Pischon, Thoralf Niendorf, Hans-Ulrich Kauczor, Henry Völzke, Robin Bülow, Maximilian Frederik Russe, Christopher L. Schlett, Michael T. Lu, Fabian Bamberg, Jakob Weiss

    Publicat 2024
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  15. 15
    Evaluation of a context-aware chatbot using retrieval-augmented generation for answering clinical questions on medication-related osteonecrosis of the jaw

    Evaluation of a context-aware chatbot using retrieval-augmented generation for answering clinical questions on medication-related osteonecrosis of the jaw per David Steybe, Philipp Poxleitner, Suad Aljohani, Bente Brokstad Herlofson, Ourania Nicolatou‐Galitis, Vinod F. Patel, Stefano Fedele, Tae‐Geon Kwon, Vittorio Fusco, Sarina E.C. Pichardo, Katharina Theresa Obermeier, Sven Otto, Alexander Rau, Maximilian Frederik Russe

    Publicat 2025
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  16. 16
    Multicentric development and validation of a multi-scale and multi-task deep learning model for comprehensive lower extremity alignment analysis

    Multicentric development and validation of a multi-scale and multi-task deep learning model for comprehensive lower extremity alignment analysis per Nikolas Wilhelm, Claudio E. von Schacky, Felix Lindner, Matthias J. Feucht, Yannick J. Ehmann, Jonas Pogorzelski, Sami Haddadin, Jan Neumann, Florian Hinterwimmer, Rüdiger von Eisenhart‐Rothe, Matthias Jung, Maximilian Frederik Russe, Kaywan Izadpanah, Sebastian Siebenlist, Rainer Burgkart, Marco‐Christopher Rupp

    Publicat 2024
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  17. 17
    Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors

    Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors per Claudio E. von Schacky, Nikolas Wilhelm, Valerie S. Schäfer, Yannik Leonhardt, Matthias Jung, Pia M. Jungmann, Maximilian Frederik Russe, Sarah C. Foreman, Felix G. Gassert, Florian T. Gassert, Benedikt J. Schwaiger, Carolin Mogler, Carolin Knebel, Rüdiger von Eisenhart‐Rothe, Marcus R. Makowski, Klaus Woertler, Rainer Burgkart, Alexandra S. Gersing

    Publicat 2022
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