Medical imaging deep learning with differential privacy by Alexander Ziller, Dmitrii Usynin, Rickmer Braren, Marcus Makowski, Daniel Rueckert, Georgios Kaissis

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Comparison of Virtual Non-Contrast and True Non-Contrast CT Images Obtained by Dual-Layer Spectral CT in COPD Patients by Manuel Steinhardt, Alexander W. Marka, Sebastian Ziegelmayer, Marcus Makowski, Rickmer Braren, Markus Graf, Joshua Gawlitza

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Efficient, high-performance semantic segmentation using multi-scale feature extraction. by Moritz Knolle, Georgios Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Daniel Sasse, Marcus Makowski, Daniel Rueckert, Rickmer Braren

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Postoperative cage migration and subsidence following TLIF surgery is not associated with bony fusion by Marcus Rickert, Peter Fennema, Diana Wehner, Tamim Rahim, Bernd Hölper, Michael Eichler, Marcus Makowski, Andrea Meurer, Marco Brenneis

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Native T1 Mapping Magnetic Resonance Imaging as a Quantitative Biomarker for Characterization of the Extracellular Matrix in a Rabbit Hepatic Cancer Model by Sarah Keller, Tabea Borde, Julia Brangsch, Lisa C. Adams, Avan Kader, Carolin Reimann, Pimrapat Gebert, Bernd Hamm, Marcus Makowski

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Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging by Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kuhl, Marcus Makowski, Sven Nebelung, Rickmer Braren, Daniel Rueckert, Daniel Truhn, Georgios Kaissis

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Evaluation of GPT-4’s Chest X-Ray Impression Generation: A Reader Study on Performance and Perception by Sebastian Ziegelmayer, Alexander W Marka, Nicolas Lenhart, Nadja Nehls, Stefan Reischl, Felix Harder, Andreas Sauter, Marcus Makowski, Markus Graf, Joshua Gawlitza

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Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT Scans by Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler

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Tracked 3D ultrasound and deep neural network-based thyroid segmentation reduce interobserver variability in thyroid volumetry. by Markus Krönke, Christine Eilers, Desislava Dimova, Melanie Köhler, Gabriel Buschner, Lilit Schweiger, Lemonia Konstantinidou, Marcus Makowski, James Nagarajah, Nassir Navab, Wolfgang Weber, Thomas Wendler

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Inferring FDG-PET-positivity of lymph node metastases in proven lung cancer from contrast-enhanced CT using radiomics and machine learning by Boris Gorodetski, Philipp Hendrik Becker, Alexander Daniel Jacques Baur, Alexander Hartenstein, Julian Manuel Michael Rogasch, Christian Furth, Holger Amthauer, Bernd Hamm, Marcus Makowski, Tobias Penzkofer

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Autonomous medical evaluation for guideline adherence of large language models by Dennis Fast, Lisa C. Adams, Felix Busch, Conor Fallon, Marc Huppertz, Robert Siepmann, Philipp Prucker, Nadine Bayerl, Daniel Truhn, Marcus Makowski, Alexander Löser, Keno K. Bressem

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A Novel Free-breathing CMR Sequence for Isotropic High-resolution Bright- and Black-blood Anatomical Imaging and Accurate Joint T1/T2 Mapping by Ivan Kokhanovskyi, MSc, Michael Crabb, PhD, Carl Ganter, PhD, Karl Kunze, PhD, Radhouene Neji, PhD, Dimitrios Karampinos, PhD, Marcus Makowski, PhD, Claudia Prieto, PhD, René Botnar, PhD

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Validation of a Novel FBee-breathing Simultaneous 3D Bright- and Black-blood Anatomical Imaging and Myocardial T2 Mapping Sequence on Healthy Subjects by Ivan Kokhanovskyi, MSc, Michael Crabb, PhD, Carl Ganter, PhD, Karl Kunze, PhD, Radhouene Neji, PhD, Dimitrios Karampinos, PhD, Marcus Makowski, PhD, Claudia Prieto, PhD, René Botnar, PhD

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Strain-encoded cardiac magnetic resonance imaging: a new approach for fast estimation of left ventricular function by Tomas Lapinskas, Victoria Zieschang, Jennifer Erley, Lukas Stoiber, Bernhard Schnackenburg, Christian Stehning, Rolf Gebker, Amit R. Patel, Keigo Kawaji, Henning Steen, Remigijus Zaliunas, Sören J. Backhaus, Andreas Schuster, Marcus Makowski, Sorin Giusca, Grigorious Korosoglou, Burkert Pieske, Sebastian Kelle

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Shortened Tracer Uptake Time in GA-68-DOTATOC-PET of Meningiomas Does Not Impair Diagnostic Accuracy and PET Volume Definition by Josefine Graef, Carolin Senger, Christoph Wetz, Alexander D. J. Baur, Anne K. Kluge, Mathias Lukas, Julian M. M. Rogasch, Thula C. Walter-Rittel, David Kohnert, Marcus Makowski, Güliz Acker, Kai Huang, Volker Budach, Holger Amthauer, Imke Schatka, Christian Furth

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Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC by Elisabeth Bliemsrieder, Georgios Kaissis, Martin Grashei, Geoffrey Topping, Jennifer Altomonte, Christian Hundshammer, Fabian Lohöfer, Irina Heid, Dominik Keim, Selamawit Gebrekidan, Marija Trajkovic-Arsic, Aline Winkelkotte, Katja Steiger, Roman Nawroth, Jens Siveke, Markus Schwaiger, Marcus Makowski, Franz Schilling, Rickmer Braren

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Author Correction: Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC by Elisabeth Bliemsrieder, Georgios Kaissis, Martin Grashei, Geoffrey Topping, Jennifer Altomonte, Christian Hundshammer, Fabian Lohöfer, Irina Heid, Dominik Keim, Selamawit Gebrekidan, Marija Trajkovic-Arsic, AM Winkelkotte, Katja Steiger, Roman Nawroth, Jens Siveke, Markus Schwaiger, Marcus Makowski, Franz Schilling, Rickmer Braren

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Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study by Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng

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Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study by Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng

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