Secure, privacy-preserving and federated machine learning in medical imaging
Kaissis, Georgios A., Makowski, Marcus R., Rückert, Daniel, Braren, Rickmer F.
Published in Nature machine intelligence (01.06.2020)
Published in Nature machine intelligence (01.06.2020)
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Journal Article
The role of visceral adiposity in the severity of COVID-19: Highlights from a unicenter cross-sectional pilot study in Germany
Petersen, Antonia, Bressem, Keno, Albrecht, Jakob, Thieß, Hans-Martin, Vahldiek, Janis, Hamm, Bernd, Makowski, Marcus R., Niehues, Alexandra, Niehues, Stefan M., Adams, Lisa C.
Published in Metabolism, clinical and experimental (01.09.2020)
Published in Metabolism, clinical and experimental (01.09.2020)
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Journal Article
X-ray Dark-Field Chest Imaging: Qualitative and Quantitative Results in Healthy Humans
Gassert, Florian T, Urban, Theresa, Frank, Manuela, Willer, Konstantin, Noichl, Wolfgang, Buchberger, Philipp, Schick, Rafael, Koehler, Thomas, von Berg, Jens, Fingerle, Alexander A, Sauter, Andreas P, Makowski, Marcus R, Pfeiffer, Daniela, Pfeiffer, Franz
Published in Radiology (01.11.2021)
Published in Radiology (01.11.2021)
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Journal Article
Cellular uptake of magnetic nanoparticles imaged and quantified by magnetic particle imaging
Paysen, Hendrik, Loewa, Norbert, Stach, Anke, Wells, James, Kosch, Olaf, Twamley, Shailey, Makowski, Marcus R., Schaeffter, Tobias, Ludwig, Antje, Wiekhorst, Frank
Published in Scientific reports (05.02.2020)
Published in Scientific reports (05.02.2020)
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Journal Article
Deep learning–based acceleration of Compressed Sense MR imaging of the ankle
Foreman, Sarah C., Neumann, Jan, Han, Jessie, Harrasser, Norbert, Weiss, Kilian, Peeters, Johannes M., Karampinos, Dimitrios C., Makowski, Marcus R., Gersing, Alexandra S., Woertler, Klaus
Published in European radiology (01.12.2022)
Published in European radiology (01.12.2022)
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Journal Article
What Does DALL-E 2 Know About Radiology?
Adams, Lisa C, Busch, Felix, Truhn, Daniel, Makowski, Marcus R, Aerts, Hugo J W L, Bressem, Keno K
Published in Journal of medical Internet research (16.03.2023)
Published in Journal of medical Internet research (16.03.2023)
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Journal Article
atlasBREX: Automated template-derived brain extraction in animal MRI
Lohmeier, Johannes, Kaneko, Takaaki, Hamm, Bernd, Makowski, Marcus R., Okano, Hideyuki
Published in Scientific reports (21.08.2019)
Published in Scientific reports (21.08.2019)
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Journal Article
Iodine images in dual energy CT: A monocentric study benchmarking quantitative iodine concentration values of the healthy liver
Beck, Stefanie, Jahn, Laurenz, Deniffel, Dominik, Riederer, Isabelle, Sauter, Andreas, Makowski, Marcus R, Pfeiffer, Daniela
Published in PloS one (14.07.2022)
Published in PloS one (14.07.2022)
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Journal Article
CT-like images based on T1 spoiled gradient-echo and ultra-short echo time MRI sequences for the assessment of vertebral fractures and degenerative bone changes of the spine
Schwaiger, Benedikt J., Schneider, Charlotte, Kronthaler, Sophia, Gassert, Florian T., Böhm, Christof, Pfeiffer, Daniela, Baum, Thomas, Kirschke, Jan S., Karampinos, Dimitrios C., Makowski, Marcus R., Woertler, Klaus, Wurm, Markus, Gersing, Alexandra S.
Published in European radiology (01.07.2021)
Published in European radiology (01.07.2021)
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Journal Article
Integrating Text and Image Analysis: Exploring GPT-4V's Capabilities in Advanced Radiological Applications Across Subspecialties
Busch, Felix, Han, Tianyu, Makowski, Marcus R, Truhn, Daniel, Bressem, Keno K, Adams, Lisa
Published in Journal of medical Internet research (01.05.2024)
Published in Journal of medical Internet research (01.05.2024)
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Journal Article
Deep learning for detection of radiographic sacroiliitis: achieving expert-level performance
Bressem, Keno K, Vahldiek, Janis L, Adams, Lisa, Niehues, Stefan Markus, Haibel, Hildrun, Rodriguez, Valeria Rios, Torgutalp, Murat, Protopopov, Mikhail, Proft, Fabian, Rademacher, Judith, Sieper, Joachim, Rudwaleit, Martin, Hamm, Bernd, Makowski, Marcus R, Hermann, Kay-Geert, Poddubnyy, Denis
Published in Arthritis research & therapy (08.04.2021)
Published in Arthritis research & therapy (08.04.2021)
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Journal Article
Non-alcoholic fatty liver disease in underweight patients with inflammatory bowel disease: A case-control study
Adams, Lisa C, Lübbe, Falk, Bressem, Keno, Wagner, Moritz, Hamm, Bernd, Makowski, Marcus R
Published in PloS one (14.11.2018)
Published in PloS one (14.11.2018)
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Journal Article
Multimodal graph attention network for COVID-19 outcome prediction
Keicher, Matthias, Burwinkel, Hendrik, Bani-Harouni, David, Paschali, Magdalini, Czempiel, Tobias, Burian, Egon, Makowski, Marcus R., Braren, Rickmer, Navab, Nassir, Wendler, Thomas
Published in Scientific reports (09.11.2023)
Published in Scientific reports (09.11.2023)
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Journal Article
Evaluation of T1 relaxation time in prostate cancer and benign prostate tissue using a Modified Look-Locker inversion recovery sequence
Baur, Alexander D. J., Hansen, Carla M., Rogasch, Julian, Posch, Helena, Elezkurtaj, Sefer, Maxeiner, Andreas, Erb-Eigner, Katharina, Makowski, Marcus R.
Published in Scientific reports (20.02.2020)
Published in Scientific reports (20.02.2020)
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Journal Article
X-ray dark-field chest imaging for detection and quantification of emphysema in patients with chronic obstructive pulmonary disease: a diagnostic accuracy study
Willer, Konstantin, Fingerle, Alexander A, Noichl, Wolfgang, De Marco, Fabio, Frank, Manuela, Urban, Theresa, Schick, Rafael, Gustschin, Alex, Gleich, Bernhard, Herzen, Julia, Koehler, Thomas, Yaroshenko, Andre, Pralow, Thomas, Zimmermann, Gregor S, Renger, Bernhard, Sauter, Andreas P, Pfeiffer, Daniela, Makowski, Marcus R, Rummeny, Ernst J, Grenier, Philippe A, Pfeiffer, Franz
Published in The Lancet. Digital health (01.11.2021)
Published in The Lancet. Digital health (01.11.2021)
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Journal Article
Assessment of the extracellular volume fraction for the grading of clear cell renal cell carcinoma: first results and histopathological findings
Adams, Lisa C., Jurmeister, Philipp, Ralla, Bernhard, Bressem, Keno K., Fahlenkamp, Ute L., Engel, Guenther, Siepmann, Stefan, Wagner, Moritz, Hamm, Bernd, Busch, Jonas, Makowski, Marcus R.
Published in European radiology (01.11.2019)
Published in European radiology (01.11.2019)
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Journal Article
Noise reduction in diffusion weighted MRI of the pancreas using an L1-regularized iterative SENSE reconstruction
Kamal, Omar, McTavish, Sean, Harder, Felix N., Van, Anh T., Peeters, Johannes M., Weiss, Kilian, Makowski, Marcus R., Karampinos, Dimitrios C., Braren, Rickmer F.
Published in Magnetic resonance imaging (01.04.2022)
Published in Magnetic resonance imaging (01.04.2022)
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Journal Article
The intra-observer reproducibility of cardiovascular magnetic resonance myocardial feature tracking strain assessment is independent of field strength
Schuster, Andreas, Morton, Geraint, Hussain, Shazia T, Jogiya, Roy, Kutty, Shelby, Asrress, Kaleab N, Makowski, Marcus R, Bigalke, Boris, Perera, Divaka, Beerbaum, Philipp, Nagel, Eike
Published in European journal of radiology (01.02.2013)
Published in European journal of radiology (01.02.2013)
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Journal Article
CT-like images of the sacroiliac joint generated from MRI using susceptibility-weighted imaging (SWI) in patients with axial spondyloarthritis
Deppe, Dominik, Hermann, Kay-Geert, Proft, Fabian, Poddubnyy, Denis, Radny, Felix, Protopopov, Mikhail, Makowski, Marcus R, Diekhoff, Torsten
Published in Rheumatic & musculoskeletal diseases open (01.05.2021)
Published in Rheumatic & musculoskeletal diseases open (01.05.2021)
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