Clinical decision support for axillary lymph node staging in newly diagnosed breast cancer patients based on 18F-FDG PET/MRI and machine-learning

Janna Morawitz; Benjamin Sigl; Christian Rubbert; Nils-Martin Bruckmann; Frederic Dietzel; Lena J. Häberle; Saskia Ting; Svjetlana Mohrmann; Eugen Ruckhäberle; Ann-Kathrin Bittner; Oliver Hoffmann; Pascal Baltzer; Panagiotis Kapetas; Thomas Helbich; Paola Clauser; Wolfgang Peter Fendler; Christoph Rischpler; Ken Herrmann; Benedikt M. Schaarschmidt; Andreas Stang; Lale Umutlu; Gerald Antoch; Julian Caspers; Julian Kirchner

doi:10.2967/jnumed.122.264138

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Clinical decision support for axillary lymph node staging in newly diagnosed breast cancer patients based on ¹⁸F-FDG PET/MRI and machine-learning

Janna Morawitz, Benjamin Sigl, Christian Rubbert, Nils-Martin Bruckmann, Frederic Dietzel, Lena J. Häberle, Saskia Ting, Svjetlana Mohrmann, Eugen Ruckhäberle, Ann-Kathrin Bittner, Oliver Hoffmann, Pascal Baltzer, Panagiotis Kapetas, Thomas Helbich, Paola Clauser, Wolfgang Peter Fendler, Christoph Rischpler, Ken Herrmann, Benedikt M. Schaarschmidt, Andreas Stang, Lale Umutlu, Gerald Antoch, Julian Caspers and Julian Kirchner

Journal of Nuclear Medicine September 2022, jnumed.122.264138; DOI: https://doi.org/10.2967/jnumed.122.264138

Janna Morawitz

1 University Dusseldorf, Medical Faculty, Germany;

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Benjamin Sigl

2 Medical University of Vienna, Austria;

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Christian Rubbert

1 University Dusseldorf, Medical Faculty, Germany;

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Nils-Martin Bruckmann

3 University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40, Germany;

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Frederic Dietzel

1 University Dusseldorf, Medical Faculty, Germany;

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Lena J. Häberle

1 University Dusseldorf, Medical Faculty, Germany;

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Saskia Ting

4 University Hospital Essen, Germany;

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Svjetlana Mohrmann

1 University Dusseldorf, Medical Faculty, Germany;

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Eugen Ruckhäberle

1 University Dusseldorf, Medical Faculty, Germany;

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Ann-Kathrin Bittner

4 University Hospital Essen, Germany;

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Oliver Hoffmann

4 University Hospital Essen, Germany;

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Pascal Baltzer

2 Medical University of Vienna, Austria;

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Panagiotis Kapetas

5 Medical University Vienna, Austria;

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Thomas Helbich

5 Medical University Vienna, Austria;

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Paola Clauser

5 Medical University Vienna, Austria;

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Wolfgang Peter Fendler

6 Essen University Hospital, Germany;

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Christoph Rischpler

4 University Hospital Essen, Germany;

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Ken Herrmann

4 University Hospital Essen, Germany;

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Benedikt M. Schaarschmidt

4 University Hospital Essen, Germany;

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Andreas Stang

4 University Hospital Essen, Germany;

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Lale Umutlu

4 University Hospital Essen, Germany;

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Gerald Antoch

7 Dusseldorf University, Medical Faculty, Germany

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Julian Caspers

1 University Dusseldorf, Medical Faculty, Germany;

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Julian Kirchner

1 University Dusseldorf, Medical Faculty, Germany;

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Journal of Nuclear Medicine

Vol. 66, Issue 5

May 1, 2025

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Clinical decision support for axillary lymph node staging in newly diagnosed breast cancer patients based on ¹⁸F-FDG PET/MRI and machine-learning

Journal of Nuclear Medicine Sep 2022, jnumed.122.264138; DOI: 10.2967/jnumed.122.264138

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Clinical decision support for axillary lymph node staging in newly diagnosed breast cancer patients based on ¹⁸F-FDG PET/MRI and machine-learning

Journal of Nuclear Medicine Sep 2022, jnumed.122.264138; DOI: 10.2967/jnumed.122.264138

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Keywords

MRI
Oncology: Breast
PET/MRI
Other
breast cancer
lymph node metastases
machine learning

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Clinical decision support for axillary lymph node staging in newly diagnosed breast cancer patients based on ¹⁸F-FDG PET/MRI and machine-learning

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